[
  {
    "title": "A page restored after a 404 can remain absent from AI systems",
    "description": "A page restored after a 404 can remain absent… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "page-restauree-apres-404-systemes-ia",
    "url": "https://gautierdorval.com/en/blog/field-observations/a-page-restored-after-a-404-can-remain-absent-from-ai-systems/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "The Accessibility Tree as an interpretation map for the agentic web",
    "description": "The Accessibility Tree becomes strategic because it exposes the roles, names, states, and relationships agents need in order to act.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "accessibility-tree-interpretation-map-agentic-web",
    "url": "https://gautierdorval.com/en/blog/agentic-era/accessibility-tree-interpretation-map-agentic-web/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "An admissible authority is not truth: what EAC actually qualifies",
    "description": "EAC does not establish truth. It qualifies which external authority may constrain interpretation, and under what limits.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "autorite-admissible-vs-verite",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/admissible-authority-vs-truth/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Agentic memory changes the risk: what persists guides the next action",
    "description": "Agentic memory does not only personalize exchanges. It preserves framings, assumptions, and errors that shape future action.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "memoire-agentique-change-risque",
    "url": "https://gautierdorval.com/en/blog/agentic-era/agentic-memory-changes-risk/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Why non-response becomes a security rule in agentic systems",
    "description": "In agentic systems, a plausible error can trigger action. This article explains why non-response becomes a security rule.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agentique-non-reponse-regle-securite",
    "url": "https://gautierdorval.com/en/blog/agentic-era/agentic-non-response-security-rule/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Agentic systems in closed environments: why clean data is not enough",
    "description": "Closed environments reduce noise, but they do not remove interpretive risk. Clean data is not a substitute for answer governance.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agentique-environnement-ferme-donnees-propres-insuffisant",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/agentic-systems-closed-environments-why-clean-data-is-not-enough/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "The agentic web: why websites will no longer only be read, but manipulated",
    "description": "The agentic web turns the site into an action environment: agents no longer only read pages, they try to traverse and manipulate them.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agentic-web-sites-read-manipulated",
    "url": "https://gautierdorval.com/en/blog/agentic-era/agentic-web-sites-read-manipulated/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "AI citation factors are not enough",
    "description": "AI citation factors explain why sources may be selected. They do not prove source legitimacy, answer fidelity or interpretive governance.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-factors-not-enough",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/ai-citation-factors-are-not-enough/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI citation monitoring is not enough to detect perception drift",
    "description": "Why AI citation tracking must be connected to fidelity, canon, and representation to become truly useful.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-monitoring-not-enough-perception-drift",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/ai-citation-monitoring-not-enough-perception-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "'AI citation tracking audit: what must actually be measured'",
    "description": "Why AI citation tracking must measure citation role, source support, substitution and fidelity, not only the number of cited URLs.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-tracking-audit-what-must-be-measured",
    "url": "https://gautierdorval.com/en/blog/ai-governance/ai-citation-tracking-audit-what-must-be-measured/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI citation vs fidelity",
    "description": "Being cited by an AI system does not prove that the answer preserved the source, perimeter or authority behind the claim.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-vs-fidelity",
    "url": "https://gautierdorval.com/en/blog/ai-governance/ai-citation-vs-fidelity/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Before measuring drift, an AI perception baseline is required",
    "description": "Why the initial AI perception state is required to distinguish variation, error, inertia, and real drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-perception-baseline-before-measuring-drift",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/ai-perception-baseline-before-measuring-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI perception drift is not hallucination",
    "description": "Why perception drift can be more structurally important than an isolated factual hallucination.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-perception-drift-is-not-hallucination",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/ai-perception-drift-is-not-hallucination/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Why “AI poisoning” became a catch-all term",
    "description": "“AI poisoning” is often used as a catch-all label for incompatible mechanisms. That ambiguity worsens diagnosis, attribution, and interpretive governance.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-poisoning-mot-valise",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/ai-poisoning-catch-all-term/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "AI-ready content blocks",
    "description": "AI-ready content blocks make important claims easier to retrieve, extract and cite without sacrificing source hierarchy or interpretive scope.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-ready-content-blocks",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/ai-ready-content-blocks/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI risk is not only error. It is authority displacement",
    "description": "AI risk is not only error. It is authority… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "risque-ia-erreur-deplacement-autorite",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/ai-risk-is-not-only-error-it-is-authority-displacement/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "AI Search Monitoring: what dashboards see and what they do not govern",
    "description": "AI monitoring can make symptoms visible. It must not be confused with representation governance, proof of fidelity, or a hierarchy of authority.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-search-monitoring-dashboards-see-not-govern",
    "url": "https://gautierdorval.com/en/blog/ai-governance/ai-search-monitoring-what-dashboards-see-and-what-they-do-not-govern/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "AI systems do not read the web in real time",
    "description": "AI systems do not read the web in real time examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "les-ia-ne-lisent-pas-le-web-en-temps-reel",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/ai-systems-do-not-read-the-web-in-real-time/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "AI visibility is not enough: perception stability must be measured",
    "description": "Why presence in AI answers is not enough if the brand, entity, or doctrine is reconstructed through the wrong frame.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-visibility-is-not-enough-perception-stability",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/ai-visibility-is-not-enough-perception-stability/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "An interpretive reading of The Adolescence of Technology",
    "description": "A doctrinal reading of The Adolescence of Technology as a text about mediation, authority, and interpretive delegation in the generative web.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lecture-interpretative-adolescence-technology",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/an-interpretive-reading-of-the-adolescence-of-technology/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Anatomy of brand dilution: from inference to propagation",
    "description": "A chronological observation of a real case of brand dilution caused by algorithmic inference, cross-system propagation, and gradual normalization.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "anatomie-dilution-marque-inference-propagation",
    "url": "https://gautierdorval.com/en/blog/field-observations/anatomy-of-brand-dilution-from-inference-to-propagation/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Probabilistic arbitration: how an AI chooses between two competing formulations",
    "description": "AI often chooses one formulation among several plausible ones without showing the branch it discarded. This article explains that arbitration.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "arbitrage-probabiliste-formulations-concurrentes",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/arbitrage-probabiliste-formulations-concurrentes/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Attribute fixation: when a description becomes a stable truth",
    "description": "A description becomes dangerous when it hardens into an attribute. The article explains how contingent wording turns into stable truth.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "figement-des-attributs-verite-stable",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/attribute-fixation-when-a-description-becomes-a-stable-truth/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Author, organization, service: why AI mixes levels of attribution",
    "description": "AI often mixes author, organization, and service into one attribution layer. The article explains why that is structurally risky.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "auteur-organisation-service-niveaux-attribution",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/author-organization-service-why-ai-mixes-levels-of-attribution/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Authority arbitration: how AI hierarchizes credible sources",
    "description": "AI hierarchizes credible sources even when no explicit arbitration rule has been declared. The article explains how that hidden hierarchy shapes answers.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "arbitrage-autorite-hierarchisation-sources-credibles",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/authority-arbitration-how-ai-hierarchizes-credible-sources/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Authority boundary: what AI can deduce, and what it must not infer",
    "description": "How to define an authority boundary between legitimate deduction and prohibited inference in AI responses.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "frontiere-autorite-deduction-inference",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/authority-boundary-what-ai-can-deduce-and-what-it-must-not-infer/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Authority must survive extraction",
    "description": "In AI interpretation, authority cannot remain attached only to a page, domain, or document. It must survive the extraction of individual statements.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "autorite-survivre-extraction",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/authority-must-survive-extraction/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Authority and weak signals: how AI arbitrates without a central truth",
    "description": "AI often arbitrates without a central truth source. The article explains how authority, reputation, and weak signals combine under synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "autorite-reputation-signaux-faibles",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/authority-reputation-and-weak-signals-how-ai-arbitrates-without-a-central-truth/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Automatic narration as a strategy of stability",
    "description": "How narration becomes a stabilization mechanism in AI systems: reducing uncertainty, producing perceived coherence, and implicitly replacing proof.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "narration-automatique-comme-strategie-de-stabilite",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/automatic-narration-as-a-strategy-of-stability/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Being ahead without becoming inaudible",
    "description": "How to assume conceptual lead time in an interpreted web without losing legibility, and why informational responsibility is also temporal.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "etre-en-avance-sans-devenir-inaudible",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/being-ahead-without-becoming-inaudible/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Being cited is not being understood",
    "description": "A source may be cited in an AI answer and still lose its object, perimeter, modality, or framing. The real diagnosis begins beyond the visible link.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "cited-is-not-understood",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/being-cited-is-not-being-understood/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Being cited without being clicked",
    "description": "In an agentic web, information can create value without a click. This article explains why citation now matters beyond traffic.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "etre-cite-sans-etre-clique",
    "url": "https://gautierdorval.com/en/blog/agentic-era/being-cited-without-being-clicked/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Better Robots.txt and early AI visibility",
    "description": "Better Robots.txt and early AI visibility examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "better-robots-txt-visibilite-ia-precoce",
    "url": "https://gautierdorval.com/en/blog/field-observations/better-robots-txt-a-case-of-early-ai-visibility/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Biometrics governance: boundaries, prohibitions, transparency, and legitimate non-action",
    "description": "A doctrinal map for governing biometric meaning: functions, prohibitions, transparency, and refusal conditions that must survive generative synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-biometrie-bornes-interdits-transparence-non-actions",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/biometrics-governance-boundaries-prohibitions-transparency-non-action/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Biometrics: when AI confuses identification, verification, and surveillance",
    "description": "Biometrics becomes dangerous when AI treats identification, verification, and surveillance as interchangeable categories.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "biometrie-ia-confusion-identification-verification-surveillance",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/biometrics-when-ai-confuses-identification-verification-and-surveillance/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Black Hat GEO: false concept, real interpretive problem",
    "description": "Black Hat GEO: false concept, real interpretive… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "black-hat-geo-faux-concept-vrai-probleme-interpretation",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/black-hat-geo-false-concept-real-interpretive-problem/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Brand disambiguation: a structural problem",
    "description": "Why brand dilution is not primarily a content problem, but a structural problem of semantic architecture.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "desambiguisation-de-marque",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/brand-disambiguation-a-structural-problem/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "A brand can be visible in AI and still be misunderstood",
    "description": "Analysis of the case where a brand is present in generative answers, but reconstructed through an inadequate category, perimeter, or proof.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "brand-visible-but-misunderstood-ai-perception",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/brand-visible-but-misunderstood-ai-perception/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Bundles and options: why complex offerings are systematically misinterpreted",
    "description": "Bundles and options are structurally hard for AI to preserve. The article explains why complex offers are systematically misinterpreted.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "bundles-options-offres-complexes",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/bundles-and-options-why-complex-offerings-are-systematically-misinterpreted/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "When the buyer becomes an exogenous governance force",
    "description": "Procurement, due diligence, and insurability impose requirements for evidence, scope, and traceability that reconfigure the site itself.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "acheteur-force-gouvernance-exogene",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/buyer-as-exogenous-governance-force/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Canon-output gap as a measure of LLM perception drift",
    "description": "How the gap between canonical source and generated output makes it possible to qualify LLM perception drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "canon-output-gap-measure-llm-perception-drift",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/canon-output-gap-measure-llm-perception-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Canon-output gap: measuring distortion instead of debating the “true”",
    "description": "A doctrinal map for measuring the distance between canonical source material and generative output, so distortion can be observed, qualified, and governed.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ecart-canon-sortie-mesure-distortion",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/canon-output-gap-measuring-distortion/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Canonical cross-reference system: linking phenomenon, map, and doctrine",
    "description": "A doctrinal system for linking phenomena, governing maps, and doctrine so internal navigation remains canonical instead of competitive.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "systeme-de-renvois-canoniques",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/canonical-cross-reference-system-linking-phenomenon-map-and-doctrine/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Canonical silence and legitimate non-response: sometimes “I don’t know” is the correct output",
    "description": "Canonical silence and legitimate non-response are not weaknesses. They keep AI systems from turning absence, ambiguity, or weak proof into enforceable claims.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silence-canonique-non-reponse-legitime",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/canonical-silence-and-legitimate-non-response-sometimes-the-correct-output-is-i-don-t-know/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Case study: stabilizing an identity through exogenous governance",
    "description": "Case study: stabilizing an identity through… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "etude-de-cas-stabilisation-dune-identite",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/case-study-stabilizing-an-identity-through-exogenous-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Category drift: when AI places an entity in the wrong market",
    "description": "Analysis of category drift in AI answers and its effect on perception, comparison, and recommendability.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "category-drift-wrong-market-ai-answers",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/category-drift-wrong-market-ai-answers/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Claim-scoped, time-scoped, scope-bound: the minimal grammar of EAC",
    "description": "EAC admissibility cannot stay at source level. It must be claim-scoped, time-scoped, and scope-bound to remain doctrinally precise.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "claim-time-scope-eac",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/claim-scoped-time-scoped-scope-bound-eac/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Coherent hallucinations: the real risk",
    "description": "Why the most dangerous errors produced by AI systems are the ones that remain coherent, plausible, and progressively normalized.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hallucinations-coherentes-vrai-risque",
    "url": "https://gautierdorval.com/en/blog/field-observations/coherent-hallucinations-the-real-risk/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Comparability, citability, admissibility: three tests an entity does not pass at the same time",
    "description": "Comparability, citability, admissibility: three… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "comparabilite-citabilite-admissibilite-trois-tests-entite",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/comparability-citability-admissibility-three-tests-for-an-entity/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Complete series: interpretive governance",
    "description": "Reading map and complete assembly of the interpretive governance series: phenomena, authority, proof, environments, debt, and sustainability.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "serie-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/complete-series-interpretive-governance/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Semantic compression: why certain information always disappears",
    "description": "Certain information disappears in synthesis because compression rewards portability over nuance. The article explains why that loss is structural.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "compression-semantique-disparition-information",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/compression-semantic-disparition-information/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Authority conflict: what to do when two strong sources contradict each other",
    "description": "Authority conflict: what to do when two strong… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "conflit-autorite-arbitrage",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/conflict-authority-arbitrage/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Conflicting schema: when structured data cancel each other out or contradict one another",
    "description": "Structured data can stabilize meaning, but it can also destabilize it when schemas overlap, contradict, or cancel each other out.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "schema-conflictuel-donnees-structurees-contradictoires",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/conflicting-schema-when-structured-data-cancel-each-other-out/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Contestability and logging: when appeal becomes a design constraint",
    "description": "As soon as an output can be challenged, logging, traceability, and proof qualification stop being optional.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contestation-journalisation-contraintes-design",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/contestability-logging-design-constraints/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Context is not portable. Structure is.",
    "description": "Human publishing often lets context carry authority. Machine interpretation requires authority to be carried by structure.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contexte-non-portable-structure-portable",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/context-is-not-portable-structure-is/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Contradictory credible sources",
    "description": "A contradiction between credible sources is not solved just because the model produces one answer. The article explains the hidden normalization at work.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sources-credibles-contradictoires",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/contradictory-credible-sources/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Contradictory credible sources: when arbitration becomes silent",
    "description": "When credible sources contradict each other, AI often chooses silently. The article explains why that silence is itself a governance issue.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contradictions-sources-credibles-arbitrage-silencieux",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/contradictory-credible-sources-when-arbitration-becomes-silent/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Controlled lexicon: official phenomenon names and unambiguous definitions",
    "description": "A doctrinal lexicon for official phenomenon names and stable definitions, designed to reduce synonymic drift and internal semantic competition.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lexique-controle",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/controlled-lexicon-official-phenomenon-names-and-unambiguous-definitions/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "From crawler to agent: the new grammar of the web",
    "description": "The move from crawler to agent requires a new web grammar: the site must be discoverable, interpretable, and actionable.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "crawler-to-agent-new-web-grammar",
    "url": "https://gautierdorval.com/en/blog/agentic-era/crawler-agent-new-web-grammar/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Credit governance: factors, negations, justification, and temporality",
    "description": "A doctrinal map for credit-related meaning: factors, negations, justification, and temporal validity that must remain explicit under synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-credit-facteurs-negations-justification-temporalite",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/credit-governance-factors-negations-justification-temporality/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Credit: when AI “scores” without saying so and hardens access",
    "description": "AI can “score” without saying so. This article examines how access gets hardened by implicit ranking rather than explicit scoring.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "credit-ia-scoring-implicite-durcissement-acces",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/credit-when-ai-scores-without-saying-so-and-hardens-access/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Cross-model validation protocol: testing an entity without bias",
    "description": "A doctrinal protocol for testing an entity across models without hidden bias, so interpretive differences become observable and comparable.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "protocole-validation-cross-modeles-entite",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/cross-model-validation-protocol-testing-an-entity-without-bias/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Customer support: when an AI response commits the company without authority",
    "description": "Customer support: when an AI response commits… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "support-client-ia-engagement-entreprise",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/customer-support-when-ai-commits-the-company-without-authority/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Declared compliance without precedence: why an external rule stabilizes nothing",
    "description": "An external rule, a compliance statement, or a label does not stabilize representation without a published canon, precedence order, and boundaries.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "conformite-declaree-sans-presedence",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/declared-compliance-without-precedence/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Semantic architecture: designing interpretable environments",
    "description": "Why semantic architecture is about designing interpretable, coherent, and durable environments that reduce extrapolation in an interpreted web.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "environnements-interpretables",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/designing-interpretable-environments/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Detection is not legitimacy: the limits of filtering-only defenses",
    "description": "Detection and filtering reduce visible symptoms. They do not establish legitimacy, source hierarchy, traceability, or legitimate non-response.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "detection-vs-legitimite",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/detection-vs-legitimacy/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Diagnosis without questioning an LLM: identifying a misinterpretation through indirect signals",
    "description": "You do not always need to question the LLM directly to see the drift. Misinterpretation often becomes visible through its indirect effects.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "diagnostic-sans-questionner-llm-signaux-indirects",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/diagnosis-without-questioning-an-llm-identifying-a-misinterpretation-through-indirect-signals/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Disambiguation: the problem SEO never really addressed",
    "description": "In an interpreted web, ambiguity does not produce silence. It produces default answers. That is why disambiguation has become central to SEO.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "desambiguisation-probleme-seo",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/disambiguation-the-problem-seo-never-really-addressed/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Distinguishing observation, analysis, and perspective",
    "description": "Why separating observation, analysis, and perspective reduces interpretive drift: limit inference, clarify discourse regimes, and make synthesis auditable.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "distinguer-observation-analyse-et-perspective",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/distinguishing-observation-analysis-and-perspective/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Domain authority vs source legitimacy",
    "description": "Domain authority can influence source discovery, but it does not determine whether a source is legitimate for a specific AI-generated claim.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "domain-authority-vs-source-legitimacy",
    "url": "https://gautierdorval.com/en/blog/ai-governance/domain-authority-vs-source-legitimacy/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Dominance of a third-party source: when the source site loses interpretive authority",
    "description": "A site can lose interpretive authority without losing visibility. The answer layer may simply adopt a stronger third-party frame.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "domination-source-tierce-perte-autorite-site",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/dominance-of-a-third-party-source-when-the-source-site-loses-interpretive-authority/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Dominant history: when the old still overrides the new",
    "description": "The old can dominate the new long after a change has been published. This article explains how historical salience becomes interpretive inertia.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "historique-dominant-ancien-emporte-nouveau",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/dominant-history-when-the-old-still-overrides-the-new/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Drift index: measuring formulation variance over time",
    "description": "A doctrinal map for measuring formulation variance over time, so interpretive drift can be observed, qualified, and compared across snapshots.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "indice-drift-mesurer-variance-formulation",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/drift-index-measuring-formulation-variance-over-time/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "E-commerce governance: attributes, negations, variants, and evidence",
    "description": "A doctrinal map for e-commerce meaning: stable attributes, variants, negations, and proof conditions that survive compression under synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-ecommerce-attributs-negations-variantes-preuves",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/e-commerce-governance-attributes-negations-variants-evidence/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "EAC, A2, Q-Layer, Layer 3: who does what in governance",
    "description": "EAC qualifies admissible external authority. A2 governs exposure. Q-Layer governs output legitimacy. Layer 3 begins when authority becomes executable.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "eac-a2-q-layer-layer-3",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/eac-a2-q-layer-layer-3/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "EAC is not EAC-gap: distinguishing the layer from the measured differential",
    "description": "EAC is a governance layer. EAC-gap is a measured differential. Distinguishing them protects doctrine, traceability, and the interpretive stack.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "eac-vs-eac-gap",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/eac-vs-eac-gap/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Education governance: thresholds, evidence, and legitimate non-action",
    "description": "A doctrinal map for educational meaning: thresholds, evidence, and refusal conditions that prevent generative systems from hardening context into rule.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-education-seuils-preuves-non-actions-legitimes",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/education-governance-thresholds-evidence-legitimate-non-action/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Education: when AI turns recommendations into implicit decisions",
    "description": "In education, AI recommendations can become de facto decisions. The article explains how advisory language hardens into direction.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "education-ia-recommandations-decisions-implicites",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/education-when-ai-turns-recommendations-into-implicit-decisions/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "The template effect: how repeated structures induce false AI generalizations",
    "description": "When the same structure repeats often enough, AI may treat the template itself as a semantic rule. This article explains that drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "effet-template-generalisations-ia",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/effet-template-generalisations-ia/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Entities and the Knowledge Graph: what Google really understands",
    "description": "Google’s Knowledge Graph is an interpretive infrastructure. Why entities, relationships, and architectural clarity now matter more than keywords.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "entites-knowledge-graph-google",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/entities-and-the-knowledge-graph-what-google-really-understands/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Entity dissonance: when the environment contradicts the official source",
    "description": "Entity dissonance appears when the official source and the surrounding environment no longer describe the same object.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "dissonance-entite-environnement-contredit-source",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/entity-dissonance-when-the-environment-contradicts-the-official-source/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Explicit constraints and the reduction of inference",
    "description": "Why explicit constraints reduce inference in AI systems: scope, negation, synthesis rules, and verification friction to limit interpretive drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contraintes-explicites-et-reduction-de-l-inference",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/explicit-constraints-reducing-inference/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When evidence comes from outside, architecture must change",
    "description": "When clients, auditors, insurers, or regulators require evidence, content is no longer enough. A published probative chain becomes necessary.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "preuve-exterieure-reconfigure-architecture",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/external-evidence-reconfigures-architecture/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Facets, filters, and pagination: when e-commerce structure dilutes interpretation",
    "description": "Facets and pagination do not only affect crawlability. They can dilute the semantic perimeter that AI uses to reconstruct an e-commerce offer.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "facettes-filtres-pagination-dilution-interpretative",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/facets-filters-and-pagination-when-e-commerce-structure-dilutes-interpretation/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Fan-out queries and AI source selection",
    "description": "Fan-out queries explain why AI-mediated answer systems may select sources beyond the visible user query and beyond the direct top result.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "fan-out-queries-ai-source-selection",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/fan-out-queries-ai-source-selection/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Freshness and AI citation stability",
    "description": "Why freshness matters differently across AI citations, evergreen doctrine, changing claims and time-sensitive evidence.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "freshness-ai-citation-stability",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/freshness-ai-citation-stability/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Freshness does not automatically beat stabilization",
    "description": "Freshness still matters, but it is no longer sovereign. In many AI answers, documentary stability, corroboration, and readability dominate raw novelty.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "fraicheur-vs-stabilisation",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/freshness-does-not-automatically-beat-stabilization/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "From indexing to stabilization: building durable interpretive presence",
    "description": "From indexing to stabilization: building… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "presence-interpretative-durable",
    "url": "https://gautierdorval.com/en/blog/ai-governance/from-indexing-to-stabilization-building-durable-interpretive-presence/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "From information to action: entering the agentic era",
    "description": "In the agentic era, information no longer only informs. It becomes actionable input in cascades of automated decisions.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "de-linformation-a-laction",
    "url": "https://gautierdorval.com/en/blog/agentic-era/from-information-to-action-entering-the-agentic-era/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "From page to entity: what AI actually computes when it “understands” a site",
    "description": "AI does not only read pages; it computes entities. The article explains the shift from page logic to entity reconstruction.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "de-la-page-a-l-entite",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/from-page-to-entity-what-ai-actually-computes-when-it-understands-a-site/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "From SEO to the design of reading conditions",
    "description": "SEO remains a structural base. But in an interpreted web, advantage increasingly depends on the design of reading and reconstruction conditions.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seo-design-conditions-lecture",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/from-seo-to-the-design-of-reading-conditions/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Generative transparency: when declaration is no longer enough to govern interpretation",
    "description": "Why generative transparency cannot remain a simple declaration, and how to structure it so origin, scope, and non-equivalence survive synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "transparence-generative-article-50-declaration-gouvernee",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/generative-transparency-when-declaration-is-no-longer-enough-to-govern-interpretation/",
    "updated": "2026-03-16T00:00:00.000Z"
  },
  {
    "title": "GEO and AI optimization: why tactical responses arrive too late",
    "description": "GEO and tactical AI optimization are not useless, but they often arrive too late when the entity itself is not yet interpretively stable in the response space.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hype-geo-fausses-solutions-optimisation-ia",
    "url": "https://gautierdorval.com/en/blog/ai-governance/geo-ai-optimization-why-tactical-responses-arrive-too-late/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "GEO metrics do not prove fidelity, stability, or control of representation",
    "description": "GEO metrics do not prove fidelity, stability… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "metriques-geo-ne-prouvent-pas-fidelite-stabilite-maitrise",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/geo-metrics-do-not-prove-fidelity-stability-or-control-of-representation/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "GEO metrics see the effect, not the conditions",
    "description": "Why GEO metrics mostly observe downstream effects, while real steering depends on canon, machine-first architecture, and governance files.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "metriques-geo-effet-pas-conditions",
    "url": "https://gautierdorval.com/en/blog/ai-governance/geo-metrics-see-the-effect-not-the-conditions/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Implicit geography: when AI invents served areas",
    "description": "Implicit geography appears when AI invents served areas from weak local signals and turns them into stable factual-looking claims.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "geographie-implicite-zone-desservie-inventee",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/geographie-implicite-zone-desservie-inventee/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "The governability threshold: when a site becomes interpretable without drift",
    "description": "A doctrinal model for the point at which a site becomes interpretable without recurrent drift, reframing SEO as structured meaning rather than visibility alone.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seuil-de-gouvernabilite",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/governability-threshold-when-a-site-becomes-interpretable-without-drift/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Governed identity graph: relationships, roles, and perimeters",
    "description": "A doctrinal map for governed identity: roles, relationships, and perimeters that prevent AI systems from fusing people, organizations, and offers.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "graphe-identite-gouvernee",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/governed-identity-graph-relationships-roles-and-perimeters/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Governed RAG, ungoverned inference: the blind spot of business agents",
    "description": "A well-governed RAG stack does not automatically produce a governed answer. The real blind spot is the inferential layer.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rag-gouverne-inference-non-gouvernee-point-aveugle",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/governed-rag-ungoverned-inference-the-blind-spot-of-business-agents/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Governing interpretation without over-optimizing",
    "description": "Why semantic governance is not over-optimization, but disciplined constraint designed to reduce interpretive drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouverner-interpretation",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/governing-interpretation-without-over-optimizing/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Governing the agent means governing the organization by proxy",
    "description": "Governing the agent means governing the… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouverner-agent-gouverner-organisation-par-proxy",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/governing-the-agent-means-governing-the-organization-by-proxy/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Hallucination as an upstream structuring failure, not as a model bug",
    "description": "Hallucination is often the visible output of a deeper upstream failure. The article reframes invention as a structuring problem.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hallucination-echec-structuration-amont",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/hallucination-echec-structuration-amont/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Hallucination is not the problem: the absence of interpretive legitimacy",
    "description": "Hallucination is not the problem: the absence… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hallucination-absence-legitimite-interpretative",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/hallucination-is-not-the-problem-the-absence-of-interpretive-legitimacy/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Health governance: prudence, sources, limits, and human escalation",
    "description": "A doctrinal map for health-related meaning: prudence levels, source hierarchy, limits, and escalation conditions that survive synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-sante-prudence-sources-limites-escalade-humaine",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/health-governance-prudence-sources-limits-human-escalation/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Health: when AI fills gaps and creates false certainty",
    "description": "Health-related answers become risky when AI fills gaps and upgrades incomplete information into false certainty.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sante-ia-comble-vides-fausse-certitude",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/health-when-ai-fills-gaps-and-creates-false-certainty/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Homonymy and entity collisions: when several realities share the same name",
    "description": "When several realities share the same name, synthesis can fabricate one confident but false entity. Homonymy requires active disambiguation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "homonymie-collisions-entites-partageant-nom",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/homonymy-and-entity-collisions-when-several-realities-share-the-same-name/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "How an AI arbitrates between canonical definition and public rumors",
    "description": "When a brand is described by both canonical sources and public rumors, AI systems arbitrate risk. A stable canonical definition limits drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "comment-une-ia-arbitre-entre-definition-canonique-et-rumeurs-publiques",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/how-an-ai-arbitrates-between-canonical-definition-and-public-rumors/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "How an AI decides whether a brand is citable",
    "description": "How an AI decides whether a brand is citable examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "comment-ia-decide-marque-citable",
    "url": "https://gautierdorval.com/en/blog/ai-governance/how-an-ai-decides-whether-a-brand-is-citable-or-not/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "How to audit AI citation quality",
    "description": "A practical method for auditing AI citation quality by recording prompts, sources, citation roles, source hierarchy and fidelity gaps.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "how-to-audit-ai-citation-quality",
    "url": "https://gautierdorval.com/en/blog/field-observations/how-to-audit-ai-citation-quality/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "How to correct a false entity representation without playing cat and mouse",
    "description": "How to correct a false entity representation… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "corriger-fausse-representation-entite",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/how-to-correct-a-false-entity-representation-without-playing-cat-and-mouse/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "HR governance: criteria, exclusions, bias, and traceability",
    "description": "A doctrinal map for HR-related meaning: criteria, exclusions, bias controls, and traceability that prevent inference from becoming requirement.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-rh-criteres-exclusions-biais-tracabilite",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/hr-governance-criteria-exclusions-bias-traceability/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "HR: when AI inference becomes a discrimination risk",
    "description": "HR: when AI inference becomes a discrimination… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rh-inference-ia-risque-discrimination",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/hr-when-ai-inference-becomes-a-discrimination-risk/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "The return of HTML as trust infrastructure",
    "description": "In the agentic era, semantic HTML becomes trust infrastructure again because it declares roles, actions, and relationships.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "html-as-trust-infrastructure",
    "url": "https://gautierdorval.com/en/blog/agentic-era/html-trust-infrastructure/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Human approval theater: why final approval is no longer enough",
    "description": "Human approval theater: why final approval is… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "validation-humaine-de-facade",
    "url": "https://gautierdorval.com/en/blog/agentic-era/human-approval-theater/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "The comparison-engine illusion: how AI creates comparisons without comparable data",
    "description": "AI can fabricate clean comparisons from data that was never truly comparable. The article explains why that illusion is operationally dangerous.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "illusion-comparateur-donnees-non-comparables",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/illusion-comparateur-data-non-comparables/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Index, retrieval, and memory: three layers to stop confusing",
    "description": "Index, retrieval, and memory: three layers to… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "index-retrieval-memoire-trois-couches",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/index-retrieval-and-memory-three-layers-to-stop-confusing/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Indexing and interpretation: two different problems",
    "description": "Indexation confirms that a document exists. Interpretation determines what it means. In an interpreted web, those are no longer the same problem.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "indexation-vs-interpretation",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/indexation-and-interpretation-two-different-problems/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Interpretive inertia: why corrections do not stick",
    "description": "Why a published correction does not immediately change AI responses. Inertia mechanisms, signal remanence, and stabilization strategies.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "inertie-interpretative-correction",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/inertia-interpretive-correction/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Informational legacy: when a former identity continues to dominate",
    "description": "A former identity can continue to dominate synthesis long after the change. The article explains how legacy becomes interpretive material.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "heritage-informationnel-ancienne-identite-domine",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/informational-legacy-when-a-former-identity-continues-to-dominate/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Informational silence: when non-response should be the only legitimate response",
    "description": "Informational silence turns missing information into liability when AI systems fill gaps by default. Sometimes non-response is the only legitimate response.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silence-informationnel-non-reponse-legitime",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/informational-silence-when-non-response-should-be-the-only-legitimate-response/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Informational silence: when the absence of data becomes a negative signal",
    "description": "When a relevant fact is absent, AI may turn that silence into a negative signal. The article explains why omission must be governed.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silence-informationnel-signal-negatif",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/informational-silence-when-the-absence-of-data-becomes-a-negative-signal/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Internal linking: from links to a graph of meaning",
    "description": "Internal linking no longer just distributes authority. It helps declare relationships, hierarchies, and boundaries in a graph of meaning.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "maillage-interne-graphe-de-sens",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/internal-linking-from-links-to-the-graph-of-meaning/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Internal linking in the age of the second hop: from links to documentary dependency",
    "description": "Internal linking in the age of the second hop… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "maillage-interne-second-hop-dependance-documentaire",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/internal-linking-second-hop-documentary-dependency/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Interpretation trace: making a response auditable without exposing the black box",
    "description": "How to make an AI response auditable without exposing the model’s internal black box.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "trace-interpretation-auditabilite",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/interpretation-trace-making-a-response-auditable-without-exposing-the-black-box/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive AI Act index: phenomena, maps, and governability",
    "description": "A sector-by-sector interpretive index for high-risk domains, connecting phenomena, maps, and governability without turning doctrine into regulation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-act-index-interpretatif",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/interpretive-ai-act-index/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive atlas of the generative web: phenomena, maps, and governability",
    "description": "A doctrinal atlas linking interpretive phenomena to governing maps and stable doctrine, so drift can be diagnosed and constrained instead of merely observed.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "atlas-interpretatif-web-generatif-ai-act",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/interpretive-atlas-generative-web-ai-act/",
    "updated": "2026-03-16T00:00:00.000Z"
  },
  {
    "title": "Interpretive atlas of the generative web: the six fields of meaning governability",
    "description": "Interpretive atlas of the generative web: the… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "atlas-interpretatif-web-generatif",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/interpretive-atlas-six-fields-of-meaning-governability/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Interpretive capture: signal saturation and the diversion of truth",
    "description": "When an actor imposes a framing on AI systems through saturated sources and semantic neighborhoods. Mechanisms, symptoms, diagnosis, and countermeasures.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "capture-interpretative-saturation-signaux",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/interpretive-capture-signal-saturation-and-the-diversion-of-truth/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Interpretive collision: entity fusion and synthesis hallucinations",
    "description": "Interpretive collision fuses several real entities into one synthetic object. The article shows why plausibility is enough for this drift to persist.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "collision-interpretative-fusion-entites",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/interpretive-collision-entity-fusion-and-synthesis-hallucinations/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Interpretive debt: how it accumulates without spectacular failure",
    "description": "Interpretive debt accumulates through plausible but weakly governed answers. It hardens into a default narrative long before a spectacular error appears.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "dette-interpretative-accumulation",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/interpretive-debt-accumulation/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Interpretive governance: complete map, phenomena, and mechanisms",
    "description": "Interpretive governance: complete map… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-interpretative-carte-complete",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/interpretive-governance-complete-map-phenomena-and-mechanisms/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive invisibilization: when information exists but disappears from the response",
    "description": "Understand why information can be indexed and yet remain absent from generative responses. Symptoms, causes, diagnosis, and stabilization paths.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "invisibilisation-interpretative-info-invisible",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/interpretive-invisibilization-when-information-exists-but-disappears-from-the-response/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Interpretive observability: the minimum metrics to log",
    "description": "Which minimum metrics should be logged to detect drift, distortion, and interpretive debt over time.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "observabilite-interpretative-metrics-minimales",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/interpretive-observability-minimum-metrics/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive observability: minimum metrics and validation protocol",
    "description": "A doctrinal framework for the minimum metrics required to observe interpretive variance, contradiction, fixation, and the quality of non-specified space.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "observabilite-interpretative-metrics-protocole",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/interpretive-observability-minimum-metrics-and-validation-protocol/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Interpretive sustainability: correction budget and version discipline",
    "description": "How to keep a canonical truth maintainable over time: correction budget, version discipline, observability, and the reduction of interpretive debt.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "soutenabilite-interpretative-budget-correction",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/interpretive-sustainability-correction-budget/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Keyword SEO vs entity SEO",
    "description": "Keyword SEO optimizes match. Entity SEO stabilizes understanding. In an interpreted web, that shift changes the nature of SEO.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seo-mots-cles-vs-entites",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/keyword-seo-vs-entity-seo/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Known-source risk and phantom citations",
    "description": "Known-source risk appears when AI systems rely on remembered, outdated or reconstructed source patterns instead of current source authority.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "known-source-risk-phantom-citations",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/known-source-risk-phantom-citations/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Language, geography and AI citations",
    "description": "Language and geography influence AI citation patterns when the query, user context, jurisdiction or market vocabulary changes the source set.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "language-geography-and-ai-citations",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/language-geography-and-ai-citations/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Legal governance: jurisdictions, exceptions, and temporal validity",
    "description": "A doctrinal map for legal meaning: jurisdictions, exceptions, temporal validity, and status markers that survive generative synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-legal-juridictions-exceptions-validite-temporelle",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/legal-governance-jurisdictions-exceptions-temporal-validity/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Legal: when AI universalizes a local rule or a precedent",
    "description": "Legal AI drifts when it universalizes a local rule or precedent. Governance begins with jurisdiction and scope, not with style.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "legal-ia-universalisation-regle-locale-precedent",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/legal-when-ai-universalizes-a-local-rule-or-a-precedent/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Legitimate non-response: a security measure, not an admission of failure",
    "description": "Legitimate non-response: a security measure… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "non-reponse-legitime-securite",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/legitimate-non-response-security/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Levels of assertion: observed fact, inference, hypothesis, and opinion",
    "description": "A doctrinal framework for separating observed fact, inference, hypothesis, and opinion so interpretive certainty remains governable.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "niveaux-d-assertion",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/levels-of-assertion-observed-fact-inference-hypothesis-and-opinion/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "LLMs.txt is not a ranking factor, but discovery is not governance",
    "description": "LLMs.txt should not be treated as an AI citation ranking factor. Its useful role is discovery and routing, not governance by itself.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "llms-txt-discovery-not-governance",
    "url": "https://gautierdorval.com/en/blog/ai-governance/llms-txt-discovery-not-governance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Machine-first is not enough: why governance files change the reading regime",
    "description": "Why a machine-first architecture becomes much more powerful when it is extended by published, hierarchized, and versioned governance files.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "machine-first-ne-suffit-pas-fichiers-gouvernance",
    "url": "https://gautierdorval.com/en/blog/ai-governance/machine-first-is-not-enough-why-governance-files-change-the-reading-regime/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Making governance measurable: Q-Metrics",
    "description": "Making governance measurable: Q-Metrics examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rendre-la-gouvernance-mesurable-q-metrics",
    "url": "https://gautierdorval.com/en/blog/ai-governance/making-governance-measurable-q-metrics/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Map of the governable offering: stable attributes, variables, and negations",
    "description": "A doctrinal map for the governable offering: stable attributes, variable attributes, and negations that prevent oversimplified synthetic reconstruction.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "offre-gouvernable",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/map-of-the-governable-offering-stable-attributes-variables-and-negations/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Matrix of generative mechanisms: compression, arbitration, fixation, and temporality",
    "description": "Matrix of generative mechanisms: compression… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "matrice-des-mecanismes-generatifs",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/matrix-of-generative-mechanisms-compression-arbitration-fixation-and-temporality/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Measuring invisibilization: how to audit presence in AI responses without getting it wrong",
    "description": "How to measure a brand’s presence in AI responses without mistaking noise, model variance, and transient signals for real interpretive status.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "mesurer-invisibilisation-audit-presence-reponses-ia",
    "url": "https://gautierdorval.com/en/blog/ai-governance/measuring-invisibilization-how-to-audit-presence-in-ai-responses-without-getting-it-wrong/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Media and content summarized without citation: when origin disappears",
    "description": "Summarization without citation does more than omit a source. It reassigns authority and makes origin disappear from the answer surface.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "medias-contenus-resumes-sans-citation",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/medias-contenus-resumes-without-citation/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Merger, acquisition, rebrand: governing identity during structural change",
    "description": "Mergers, acquisitions and rebrands create overlapping identity signals before AI systems stabilize the wrong entity boundary.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "fusion-acquisition-rebrand-gouverner-identite-changement",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/merger-acquisition-rebrand-governing-identity-during-structural-change/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Misalignment map: reducing on-site / off-site contradictions",
    "description": "A doctrinal map for diagnosing on-site / off-site contradictions and deciding which misalignments require governance, arbitration, or correction.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "cartographie-desalignement-onsite-offsite",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/misalignment-map-reducing-on-site-off-site-contradictions/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Update vs correction: why correcting content is not enough",
    "description": "Correcting a page is not the same as correcting the answer layer. This article explains why updates often fail to replace the old interpretation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "mise-a-jour-vs-correction-ne-suffit-pas",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/mise-a-jour-vs-correction-ne-suffit-pas/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Multi-hop retrieval: why some sources do not rank, but structure AI responses",
    "description": "Multi-hop retrieval: why some sources do not… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "retrieval-multi-hop-sources-structurent-reponses-ia",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/multi-hop-retrieval-sources-structure-ai-responses/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Multilingualism and temporality: when FR and EN versions do not age together",
    "description": "FR and EN pages do not always age together. The article explains how temporal lag between languages becomes a source of interpretive drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "multilingue-temporalite-versions-fr-en",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/multilingue-temporalite-versions-fr-en/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Negation model: what an entity is, is not, excludes, and refuses",
    "description": "A doctrinal model for governed negation: identity, perimeter, condition, and non-specification boundaries that reduce generative extrapolation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "modele-de-negations",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/negation-model-entity-boundaries-exclusions-and-refusals/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Observation case: Grok and the manufacture of authority",
    "description": "A descriptive analysis of a real exchange with Grok: simulated access, narrative authority, emotional escalation, and drift toward inference.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "grok-et-la-fabrication-dautorite",
    "url": "https://gautierdorval.com/en/blog/field-observations/observation-case-grok-and-the-manufacture-of-authority/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Observation vs attestation: why Q-Ledger is deliberately weak",
    "description": "Observation vs attestation: why Q-Ledger is… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "observation-vs-attestation-q-ledger",
    "url": "https://gautierdorval.com/en/blog/ai-governance/observation-vs-attestation-why-q-ledger-is-deliberately-weak/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Offering change, redesign, pivot: why AI stays stuck in the past",
    "description": "Changing the offer does not instantly change the answer layer. The article explains why redesigns and pivots remain stuck in past interpretation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "changement-offre-refonte-pivot",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/offering-change-redesign-pivot-why-ai-stays-stuck-in-the-past/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "When the official site remains visible, but structuring third parties still govern the answer",
    "description": "An official site can reappear in AI answers without recovering the category, comparison, temporality, or limits that actually govern the final synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "official-site-visible-structuring-third-parties-response",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/official-site-visible-structuring-third-parties-response/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Brand invisibilization in AI responses: a badly named phenomenon",
    "description": "Brand invisibilization in AI responses: a badly… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "invisibilisation-marques-reponses-ia",
    "url": "https://gautierdorval.com/en/blog/ai-governance/on-the-invisibilization-of-brands-in-ai-responses-a-badly-named-phenomenon/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Open web vs closed environments: governance does not operate in the same way",
    "description": "Open web vs closed environments: governance… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "web-ouvert-vs-environnements-fermes",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/open-web-vs-closed-environments/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Perimeter drift: when AI expands an offering beyond what is actually sold",
    "description": "Perimeter drift turns adjacency into promise. The article explains how AI expands an offer beyond what is actually sold.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "drift-de-perimetre-elargissement-offre",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/perimeter-drift-when-ai-expands-an-offering-beyond-what-is-actually-sold/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Person-brand-product confusion: anatomy of a poorly defined digital identity",
    "description": "When person, brand, and product collapse into one interpreted object, authority and perimeter both drift. The article maps that confusion.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "confusion-personne-marque-produit",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/person-brand-product-confusion-anatomy-of-a-poorly-defined-digital-identity/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Phenomena matrix: classifying drifts by dominant layer",
    "description": "A classification matrix for interpretive drifts by dominant layer, designed to sort phenomena into a usable taxonomy rather than a flat list.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "matrice-des-phenomenes",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/phenomena-matrix-classifying-drifts-by-dominant-layer/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Phenomena matrix: mapping drifts by affected layer",
    "description": "A matrix for mapping interpretive drifts by affected layer, so diagnosis moves from vague symptoms to operationally relevant structure.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "matrice-des-phenomenes-couche-affectee",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/phenomena-matrix-mapping-drifts-by-affected-layer/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Post-semantic: authority drift as a jurisdictional defect",
    "description": "Authority drift is a jurisdiction problem before it is a wording problem. The article shows how AI extends rule-like signals beyond their legitimate scope.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "post-semantique-derives-autorite-defaut-juridiction",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/post-semantic-drifts-authority-defaut-jurisdiction/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Post-semantic on the open web: why governing output is not enough",
    "description": "In post-semantic environments, the main governance problem does not begin at the output layer. It begins in the hidden ordering of meaning.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "post-semantique-web-ouvert-gouverner-sortie-insuffisant",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/post-semantic-open-web-why-governing-output-is-not-enough/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Post-semantic: when AI thinks, decides, and overrides the text",
    "description": "The article explains the post-semantic shift: AI no longer only reads text, it can decide through it and exceed it.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "post-semantique-thinking-reasoning-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/post-semantic-when-ai-thinks-decides-and-overrides-the-text/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Presence, support, decision: three levels of risk the same artifact can move through",
    "description": "Presence, support, decision: three levels of… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "presence-appui-decision-trois-niveaux-risque",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/presence-support-decision-three-levels-of-risk/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Preview control and snippet governance",
    "description": "Preview control should align snippet visibility, citation readiness and source hierarchy instead of hiding the passage that should govern the answer.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "preview-control-and-snippet-governance",
    "url": "https://gautierdorval.com/en/blog/ai-governance/preview-control-and-snippet-governance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Pricing and options in e-commerce: why AI simplifies and gets it wrong",
    "description": "AI simplifies e-commerce prices and options in order to answer quickly. The article shows why that convenience produces systematic error.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "prix-options-ecommerce-simplification-erreurs-ia",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/pricing-and-options-in-e-commerce-why-ai-simplifies-and-gets-it-wrong/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Pricing, options, exceptions: why AI is almost always wrong without governance",
    "description": "Options and exceptions are exactly what AI tends to erase in pricing interpretation. The article explains why governance is required.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "prix-options-exceptions",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/pricing-options-exceptions-why-ai-is-almost-always-wrong-without-governance/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Professional services confused with universal expertise: when the perimeter dilutes",
    "description": "Professional services are often rewritten as universal expertise. This article explains how perimeter dilution turns adjacency into authority.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "services-professionnels-confusion-expertise-perimetre",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/professional-services-confused-with-universal-expertise-when-the-perimeter-dilutes/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Doctrinal reading: Prompt Shields (Microsoft) and what it does not replace",
    "description": "Doctrinal reading: Prompt Shields (Microsoft)… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "prompt-shields-microsoft-lecture-gouvernance",
    "url": "https://gautierdorval.com/en/blog/field-observations/prompt-shields-microsoft-doctrinal-reading/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Proof of fidelity: why a citation is no longer enough",
    "description": "A citation is not a guarantee of fidelity. Understand the gap between source and synthesis, and how to build enforceable proof.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "preuve-fidelite-citation-insuffisante",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/proof-fidelity-citation-insuffisante/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Public communication: when an AI response becomes an official position",
    "description": "Public communication: when an AI response… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "communication-publique-ia-position-officielle",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/public-communication-when-an-ai-response-becomes-an-official-position/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Public sector governance: criteria, evidence, remedies, and transparency",
    "description": "Public sector governance: criteria, evidence… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-secteur-public-criteres-preuves-recours-transparence",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/public-sector-governance-criteria-evidence-remedies-and-transparency/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Public services: when AI turns eligibility into binary truth",
    "description": "In public services, AI often compresses procedural eligibility into binary truth. The article shows why that move is structurally dangerous.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "services-publics-ia-eligibilite-verite-binaire",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/public-services-when-ai-turns-eligibility-into-binary-truth/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Published baseline (phase 0): what observation shows, and what it does not prove",
    "description": "Published baseline (phase 0): what observation… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "baseline-publie-phase-0-observation-vs-preuve",
    "url": "https://gautierdorval.com/en/blog/ai-governance/published-baseline-phase-0-what-observation-shows-and-what-it-does-not-prove/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "RAG contamination is not a bug: it is a property of the system",
    "description": "RAG contamination is a structural risk: retrieval turns recalled fragments into contextual authority, making corpus governance central to interpretive safety.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rag-contamination-propriete-systeme",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/rag-contamination-system-property/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Ranking, citation, and recommendation: three visibility regimes we should stop confusing",
    "description": "Ranking, citation, and recommendation: three… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "classement-citation-recommandation-trois-regimes-visibilite",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/ranking-citation-and-recommendation-three-visibility-regimes/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Reading AI logs: what crawl paths and revisits reveal",
    "description": "AI crawl logs help reveal what the system is trying to stabilize. The article explains why revisits matter for interpretive diagnosis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lire-logs-ia-chemins-crawl-interpretation",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/reading-ai-logs-what-crawl-paths-and-revisits-reveal/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Recommendability drift: when a brand is no longer proposed",
    "description": "How a brand can remain present in the corpus while becoming less spontaneously recommended by AI systems.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "recommendability-drift-brand-no-longer-proposed",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/recommendability-drift-brand-no-longer-proposed/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Recruitment: when AI infers undeclared criteria",
    "description": "Recruitment risk begins when AI infers criteria that were never declared and turns them into silent selection logic.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "recrutement-ia-inference-criteres-non-declares",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/recruitment-when-ai-infers-undeclared-criteria/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Reducing free inference: how governed surfaces bound interpretation",
    "description": "Why governed surfaces do not control systems, but reduce the space of free plausibility and make drift more auditable.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "surfaces-gouvernees-bornent-interpretation",
    "url": "https://gautierdorval.com/en/blog/ai-governance/reducing-free-inference-how-governed-surfaces-bound-interpretation/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Reducing the error space of algorithmic systems",
    "description": "Why semantic architecture aims to reduce the error space of algorithmic systems upstream, rather than correcting errors after they spread.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "reduire-espace-erreur",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/reducing-the-error-space-of-algorithmic-systems/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Reliable RAG: why governance is a problem of limits, not retrieval",
    "description": "A RAG system can retrieve the right documents and still answer badly. Reliability is a problem of limits, not retrieval alone.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rag-fiable-probleme-de-limites",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/reliable-rag-problem-of-limits/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Reputation and weak signals: how AI arbitrates without a central truth",
    "description": "Weak signals can frame an answer more effectively than the official source. The article explains how reputation and recurrence displace authority.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "reputation-signaux-faibles",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/reputation-and-weak-signals-how-ai-arbitrates-without-a-central-truth/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Reviews, forums, mentions: why a few signals can dominate a synthesis",
    "description": "A few reviews or mentions can outweigh stronger canonical material if they are easier for the system to reuse in synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "avis-forums-mentions-signaux-dominants",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/reviews-forums-mentions-why-a-few-signals-can-dominate-a-synthesis/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Robots, AI crawlers and citation accessibility",
    "description": "How robots directives, crawler access and preview controls affect whether a source can be retrieved or cited by AI-mediated answer systems.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "robots-ai-crawlers-citation-accessibility",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/robots-ai-crawlers-citation-accessibility/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Role confusion: expert, founder, spokesperson, author",
    "description": "AI often collapses several roles into one authority figure. The article explains why role confusion changes legitimacy, not just wording.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "confusion-de-role-expert-fondateur-auteur",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/role-confusion-expert-founder-spokesperson-author/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Runbook and ops: from log to snapshot, without leakage or drift",
    "description": "Runbook and ops: from log to snapshot, without… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "runbook-ops-du-log-au-snapshot",
    "url": "https://gautierdorval.com/en/blog/ai-governance/runbook-and-ops-from-log-to-snapshot-without-leakage-or-drift/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "SaaS functional perimeter: when the promise drifts under interpretation",
    "description": "A SaaS promise drifts when adjacent possibilities are rewritten as stable functionality. The article shows how perimeter expansion becomes public truth.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-perimetre-fonctionnel-derive-promesse",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/saas-functional-perimeter-when-the-promise-drifts-under-interpretation/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "SaaS integrations confused with native functions: when the perimeter expands",
    "description": "SaaS interpretation drifts when integrations are rewritten as native functions. The product perimeter expands without authorization.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-integrations-confusion-natif-tierce",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/saas-integrations-confused-with-native-functions-when-the-perimeter-expands/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "SaaS pricing plans confused with capabilities: when pricing redefines the product",
    "description": "Pricing plans are easily mistaken for product capabilities. This article shows how commercial packaging redefines the interpreted product.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-plans-tarifaires-confondus-capacites",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/saas-plans-tarifaires-confondus-capacites/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "SaaS reduced to a single feature: when AI crushes the value proposition",
    "description": "AI often reduces SaaS to one memorable feature. The article explains why that compression damages the value proposition.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-reduction-offre-a-une-fonction-unique",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/saas-reduced-to-a-single-feature-when-ai-crushes-the-value-proposition/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Self-contained passages for AI retrieval",
    "description": "Self-contained passages make strategic claims easier to retrieve, cite and govern without relying on hidden context from the rest of the page.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "self-contained-passages-ai-retrieval",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/self-contained-passages-ai-retrieval/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Self-validating loops and the crystallization of meaning",
    "description": "Self-validating loops and the crystallization… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "boucles-auto-validantes-et-cristallisation-du-sens",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/self-validating-loops-and-the-crystallization-of-meaning/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "SEO has not disappeared; its nature has changed",
    "description": "SEO is not dead. The problem it solves has changed: from visibility alone to the architectural conditions of interpretation, response, and action.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seo-a-change-de-nature",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/seo-has-not-disappeared-its-nature-has-changed/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Signal synchronization: reducing on-site / off-site contradictions",
    "description": "Reducing on-site / off-site contradiction is not a polishing task. It is a precondition for stable interpretive reconstruction.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "synchronisation-signaux-reduire-contradictions-onsite-offsite",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/signal-synchronization-reducing-on-site-off-site-contradictions/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Silence is not yet governed",
    "description": "Why AI systems often replace uncertainty with coherence: rare non-response, false equivalents of silence, and the role of governed suspension.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "le-silence-n-est-pas-encore-gouverne",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/silence-is-not-yet-governed/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Simulated empathy and the stabilization of dialogue",
    "description": "Why empathy in AI systems stabilizes exchange but can accelerate inference: credible style versus evidence, rare neutrality, and governance guardrails.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "empathie-simulee-et-stabilisation-du-dialogue",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/simulated-empathy-and-the-stabilization-of-dialogue/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Interpretive smoothing: why AI standardizes thinking",
    "description": "Interpretive smoothing turns nuance into a stable but flattened answer before compression standardizes meaning across systems.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lissage-interpretatif-standardisation",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/smoothing-interpretive-standardisation/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Why sober web architecture becomes strategic again in the agent era",
    "description": "Sober, stable, and semantic architectures become strategic again because agents need predictable interfaces that are readable before hydration.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sober-web-architecture-agent-era",
    "url": "https://gautierdorval.com/en/blog/agentic-era/sober-web-architecture-agent-era/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Source hierarchy for AI citations",
    "description": "AI citations should be evaluated through source hierarchy so that displayed sources do not replace governing sources.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "source-hierarchy-for-ai-citations",
    "url": "https://gautierdorval.com/en/blog/ai-governance/source-hierarchy-for-ai-citations/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Source hierarchy: organizing interpretive conflicts",
    "description": "A doctrinal hierarchy for organizing interpretive conflicts across canon, editable surfaces, non-editable surfaces, and obsolete archives.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hierarchie-des-sources",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/source-hierarchy-organizing-interpretive-conflicts/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Source hierarchy: the minimum condition for an enforceable AI response",
    "description": "Without explicit source hierarchy, AI systems arbitrate by convenience. Source hierarchy is the minimum condition for an enforceable and governable response.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hierarchie-sources-opposabilite-ia",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/source-hierarchy-the-minimum-condition-for-the-enforceability-of-an-ai-response/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Source substitution in AI answers",
    "description": "Source substitution happens when an AI answer uses a weaker or secondary source instead of the canonical source that should govern the claim.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "source-substitution-in-ai-answers",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/source-substitution-in-ai-answers/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "State drift: when AI freezes an outdated state (price, inventory, policy)",
    "description": "When AI systems keep returning an outdated state despite public updates: prices, inventory, policies, hours, and conditions.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "decrochage-etat-ia",
    "url": "https://gautierdorval.com/en/blog/field-observations/state-drift-when-ai-freezes-an-outdated-state/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Strategic duplications: when FR/EN variants average out meaning",
    "description": "FR/EN variants can average out meaning under AI synthesis. The article explains why bilingual duplication requires governance, not just translation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "dupliques-strategiques-variantes-fr-en-moyennisation-sens",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/strategic-duplications-when-fr-en-variants-average-out-meaning/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "How to structure a page for AI citations without weakening governance",
    "description": "A machine-first page structure for improving AI citation readiness without turning every page into an over-optimized snippet surface.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "structure-page-ai-citations-without-weakening-governance",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/structure-page-ai-citations-without-weakening-governance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Structured data and AI citations: why schema is not governance",
    "description": "Structured data can clarify entities and relationships, but it does not replace source hierarchy, proof, scope or interpretive governance.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "structured-data-ai-citations-schema-not-governance",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/structured-data-ai-citations-schema-not-governance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Structured data: structuring to be understood",
    "description": "Structured data does more than enrich display. It constrains interpretation by making entities, relationships, and boundaries more explicit.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "donnees-structurees-etre-compris",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/donnees-structurees-etre-compris/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "The default-expert syndrome: how semantic proximity creates fictitious expertise",
    "description": "Semantic proximity can create fictitious expertise. The article explains how an entity becomes the “default expert” without canonical authorization.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "syndrome-expert-par-defaut-proximite-semantique",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/syndrome-expert-par-defaut-proximite-semantic/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Temporal drift: when an obsolete version keeps being cited",
    "description": "Temporal drift occurs when an obsolete version remains easier to reconstruct than the current one and keeps shaping answers.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "derive-temporelle-version-obsolete-citee",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/temporal-drift-when-an-obsolete-version-keeps-being-cited/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Temporal governance: declaring what is valid, obsolete, or conditional",
    "description": "A doctrinal map for temporal governance: validity, obsolescence, and conditionality that survive correction and generative synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-temporelle",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/temporal-governance-declaring-what-is-valid-obsolete-or-conditional/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Temporality and obsolescence: when the old persists in interpretation",
    "description": "Obsolescence is interpretive before it is editorial. The old can persist in synthesis long after the site has changed.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "temporalite-obsolescence-quand-l-ancien-persiste",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/temporality-and-obsolescence-when-the-old-persists-in-interpretation/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "The absence of signal as a trigger for inference",
    "description": "Field observations showing how informational silence becomes a trigger for inference and leads to persistent interpretation errors.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "absence-de-signal-declencheur-inference",
    "url": "https://gautierdorval.com/en/blog/field-observations/the-absence-of-signal-as-a-trigger-for-inference/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "The absence of signal as a signal",
    "description": "When informational silence becomes a trigger for inference, and why the absence of signal is never neutral in an interpreted web.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "absence-de-signal-comme-signal",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/the-absence-of-signal-as-signal/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "The hierarchy of information as an act of governance",
    "description": "Why the hierarchy of information is not a neutral editorial choice, but an act of governance that shapes interpretation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hierarchie-information-acte-de-gouvernance",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/the-hierarchy-of-information-as-an-act-of-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "The myth of “good content”: why editorial quality is no longer enough",
    "description": "High editorial quality does not guarantee high interpretive fidelity. The article explains why structure now matters as much as prose.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "le-mythe-du-bon-contenu-pourquoi-la-qualite-editoriale-ne-suffit-plus",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/the-myth-of-good-content-why-editorial-quality-is-no-longer-enough/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "The real problem is not visibility in AI, but the representation gap",
    "description": "The real problem is not visibility in AI, but… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "real-problem-is-representation-gap-not-ai-visibility",
    "url": "https://gautierdorval.com/en/blog/ai-governance/the-real-problem-is-not-visibility-in-ai-but-the-representation-gap/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "The trap of “summarize this for me” functions: attacks through role mixing",
    "description": "The trap of “summarize this for me” functions… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "resume-fonctions-surface-attaque",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/the-trap-of-summarize-this-for-me-functions-the-attack-by-role-mixing/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why third-party rankings become surfaces of secondary authority",
    "description": "Why third-party rankings become surfaces of… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "classements-tiers-surfaces-autorite-secondaire",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/third-party-rankings-as-surfaces-of-secondary-authority/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "To structure is to exclude",
    "description": "Why every information structure implies exclusion, and how explicit boundaries condition the way search engines and AI systems interpret meaning.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "structurer-cest-exclure",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/to-structure-is-to-exclude/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Tools, delegation, escalation: where an agent’s point of decision actually sits",
    "description": "An agent’s point of decision is not only the final action. It also lies in tool selection, escalation, and case formulation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "outils-delegation-escalade-point-de-decision",
    "url": "https://gautierdorval.com/en/blog/agentic-era/tools-delegation-escalation-point-of-decision/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "When AI produces untraceable assertions: from plausibility to liability",
    "description": "When AI produces untraceable assertions: from… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "assertions-sans-tracabilite-plausibilite-passif",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/untraceable-assertions-from-plausibility-to-liability/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Version power: why correction must be versioned like software",
    "description": "In an interpreted web, correction is not enough. Why versioning becomes a strategic mechanism of interpretive stability.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pouvoir-de-version-correction",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/version-power-correction/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why visual stability becomes a condition for machine action",
    "description": "Visual stability is no longer only a UX metric: it becomes a condition for reliable action when agents rely on spatial references.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "visual-stability-machine-action",
    "url": "https://gautierdorval.com/en/blog/agentic-era/visual-stability-machine-action/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "We are only at the beginning: why AI governance is becoming a strategic function",
    "description": "We are only at the beginning: why AI governance… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-ia-fonction-strategique",
    "url": "https://gautierdorval.com/en/blog/ai-governance/we-are-only-at-the-beginning-why-ai-governance-is-becoming-a-strategic-function/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "The next web will also be a web of declared precedence",
    "description": "The interpreted web no longer publishes only pages. It increasingly publishes reading regimes, precedence, and interpretive boundaries.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "web-presedence-declaree-conditions-lecture",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/web-of-declared-precedence-and-reading-conditions/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "What a 404 does not correct in AI systems",
    "description": "What a 404 does not correct in AI systems examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "404-ne-corrige-pas-systemes-ia",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/what-a-404-does-not-correct-in-ai-systems/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "What AI reveals about the flaws of today’s web",
    "description": "AI does not create the flaws of today’s web. It reveals them, amplifies them, and turns them into actionable structural vulnerabilities.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-lia-revele-des-failles-du-web-actuel",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/what-ai-reveals-about-the-flaws-of-todays-web/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "What an AI does when two sources contradict each other about a brand",
    "description": "When two sources contradict each other about a brand, AI systems arbitrate interpretive risk. Without a clear canon, caution and abstraction increase.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-fait-une-ia-quand-deux-sources-se-contre-disent-sur-une-marque",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/what-an-ai-does-when-two-sources-contradict-each-other-about-a-brand/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "What each governance file actually does",
    "description": "The actual function of each governance file: entry point, identity, negative boundaries, recurring errors, discovery, and reading hierarchy.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-fait-chaque-fichier-de-gouvernance",
    "url": "https://gautierdorval.com/en/blog/ai-governance/what-each-governance-file-actually-does/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "What non-human crawl patterns reveal",
    "description": "Field observations on the real behavior of crawlers and non-human agents, and on what that behavior reveals about algorithmic interpretation.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "patterns-crawl-non-humains",
    "url": "https://gautierdorval.com/en/blog/field-observations/what-non-human-crawl-patterns-reveal/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "What “not indicated” really means in an AI response",
    "description": "In AI responses, “not indicated” does not mean unknown. It signals that the information is absent from the publicly legitimate corpus.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-non-indique-signifie-reellement-dans-une-reponse-d-ia",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/what-not-indicated-really-means-in-an-ai-response/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "What phantom URLs reveal about AI systems",
    "description": "Phantom URLs are not just strange 404s. They may reveal how systems reconstruct the probable documentary continuity of a corpus.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "urls-fantomes-revelent-ia",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/phantom-urls-ai-systems/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "When a policy question has not yet become a tool category",
    "description": "When a policy question has not yet become a… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "question-politique-pas-encore-categorie-outil",
    "url": "https://gautierdorval.com/en/blog/field-observations/when-a-policy-question-has-not-yet-become-a-tool-category/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "When a site is well ranked but poorly understood by AI",
    "description": "Being well ranked does not mean being well understood. The article explains the gap between SEO performance and generative fidelity.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "bien-reference-mal-compris",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/when-a-site-is-well-ranked-but-poorly-understood-by-ai/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "When a source is official but not governing",
    "description": "An official source can be visible and cited without governing the final AI answer. The distinction matters for source role mapping and response legitimacy.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "source-officielle-non-gouvernante",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/when-a-source-is-official-but-not-governing/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "When a visible brand is badly bounded in AI responses",
    "description": "A brand can be visible in AI responses while still being badly bounded. At that point the problem is no longer absence, but abusive extension of scope.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "visible-brand-mis-scoped-in-ai-responses",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/when-a-visible-brand-is-badly-bounded-in-ai-responses/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "When AI arbitrates between contradictory sources and manufactures a truth",
    "description": "When AI arbitrates between contradictory… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "arbitrage-sources-contradictoires-verite",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/when-ai-arbitrates-between-contradictory-sources-and-manufactures-a-truth/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When AI is confidently wrong: why error becomes a legal problem",
    "description": "When AI is confidently wrong: why error becomes… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ia-erreur-probleme-juridique",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/when-ai-is-confidently-wrong-why-an-error-becomes-a-legal-problem/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "When an agent delegates to another agent: interpretive authority in multi-agent chains",
    "description": "In multi-agent chains, delegation transfers not only tasks but interpretive authority. Without governance, each handoff introduces drift.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-un-agent-delegue-a-un-autre-agent-autorite-interpretative-chaines-multi-agents",
    "url": "https://gautierdorval.com/en/blog/agentic-era/when-an-agent-delegates-to-another-agent-interpretive-authority-in-multi-agent-chains/",
    "updated": "2026-04-05T00:00:00.000Z"
  },
  {
    "title": "When an AI asks for a definition before inferring",
    "description": "Field observation: in some contexts, an AI system suspends inference and asks for a canonical definition rather than completing the meaning.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-une-ia-demande-une-definition-avant-dinferer",
    "url": "https://gautierdorval.com/en/blog/field-observations/when-an-ai-asks-for-a-definition-before-inferring/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When an AI produces narrative without human request",
    "description": "When an AI produces narrative without human… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-une-ia-produit-du-recit-sans-demande-humaine",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/when-an-ai-produces-narrative-without-human-request/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When an AI’s silence is a signal of reliability",
    "description": "In a governed framework, AI silence can be a signal of reliability. It shows that the system recognizes corpus limits instead of fabricating coherence.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-le-silence-d-une-ia-est-un-signal-de-fiabilite",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/when-an-ai-s-silence-is-a-signal-of-reliability/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When an offering is simplified by AI: mechanisms of reduction and losses of fidelity",
    "description": "AI simplifies offers by dropping exactly the dimensions that made them faithful. The article explains the mechanics of that reduction.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "offre-simplifiee-par-l-ia",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/when-an-offering-is-simplified-by-ai-mechanisms-of-reduction-and-losses-of-fidelity/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "When correcting content changes nothing",
    "description": "In an interpreted web, revising a sentence or a page is no longer enough. Without structural clarity, interpretation tends to revert to the same default.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-corriger-le-contenu-ne-corrige-rien",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/when-correcting-content-changes-nothing/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When engines interpret correctly, and when they get it wrong",
    "description": "Concrete observations on how search engines and AI systems interpret information, and on the conditions that favor or prevent error.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-les-moteurs-interpretent-correctement-et-quand-ils-se-trompent",
    "url": "https://gautierdorval.com/en/blog/field-observations/when-engines-interpret-correctly-and-when-they-get-it-wrong/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When information becomes a decision",
    "description": "When information becomes the raw material of automated decisions, interpretive error stops being merely cognitive and becomes operational.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-linformation-devient-decision",
    "url": "https://gautierdorval.com/en/blog/agentic-era/when-information-becomes-decision/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When invisibilization becomes a systemic economic risk",
    "description": "When invisibilization becomes a systemic… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "invisibilisation-risque-economique-systemique",
    "url": "https://gautierdorval.com/en/blog/ai-governance/when-invisibilization-becomes-a-systemic-economic-risk/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When models become more confident than their sources",
    "description": "How trust shifts from sources to models, and why that inversion changes the nature of informational authority.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-les-modeles-deviennent-plus-confiants-que-leurs-sources",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/when-models-become-more-confident-than-their-sources/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When SEO becomes a discipline of architecture",
    "description": "When systems interpret environments rather than isolated pages, SEO stops being a local optimization discipline and becomes a discipline of architecture.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-le-seo-devient-une-discipline-darchitecture",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/when-seo-becomes-a-discipline-of-architecture/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When the agent becomes an implicit decision-maker: responsibility shifts without noise",
    "description": "The article explains how an AI agent can become the real decision surface even when it still appears to be “just assisting”.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agent-devient-decideur-implicite-responsabilite-deplacee",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/when-the-agent-becomes-an-implicit-decision-maker-responsibility-shifts-without-noise/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "When the cited source is not the governing source",
    "description": "When the cited source is not the governing source examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "cited-source-not-governing",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/when-the-cited-source-is-not-the-governing-source/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "When two credible sources contradict each other: how AI chooses anyway",
    "description": "Even when two sources are both credible, AI still has to choose. The article explains why that choice is rarely visible.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sources-credibles-contradictoires-choix-ia",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/when-two-credible-sources-contradict-each-other-how-ai-chooses-anyway/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Who is responsible when an AI responds without legitimacy?",
    "description": "Who is responsible when an AI responds without… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "qui-est-responsable-quand-ia-repond-sans-legitimite",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/who-is-responsible-when-an-ai-responds-without-legitimacy/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Why a brand can disappear from AI responses without having lost its SEO",
    "description": "A brand can remain visible in search and still disappear from AI responses. The usual cause is not ranking loss, but a loss of interpretive stability.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-une-marque-peut-disparaitre-des-reponses-ia-sans-avoir-perdu-son-seo",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/why-a-brand-can-disappear-from-ai-responses-without-having-lost-its-seo/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why a site’s architecture influences AI more than its traffic",
    "description": "In AI response systems, traffic is not enough. A clear architecture lowers interpretive cost, stabilizes meaning, and increases citability.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-l-architecture-d-un-site-influence-plus-l-ia-que-son-trafic",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/why-a-site-s-architecture-influences-ai-more-than-its-traffic/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why a solid SEO architecture is a prerequisite for any interpretive governance",
    "description": "Interpretive governance cannot float above weak architecture. The article explains why SEO structure is now a prerequisite for stable meaning.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "architecture-seo-condition-gouvernance",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/why-a-solid-seo-architecture-is-a-prerequisite-for-any-interpretive-governance/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Why AI extrapolates when the perimeter is unclear",
    "description": "How an unclear perimeter triggers algorithmic extrapolation, and why only semantic architecture can contain it durably.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ia-extrapolent-perimetre-flou",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/why-ai-extrapolates-when-the-perimeter-is-blurry/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why an AI prefers a clear source over a popular one",
    "description": "AI systems do not choose sources like humans. A clear source is often preferred over a popular one because it reduces uncertainty and interpretive cost.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-une-ia-prefere-une-source-claire-a-une-source-populaire",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/why-an-ai-prefers-a-clear-source-over-a-popular-one/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why an AI remains silent rather than inventing",
    "description": "In interpretive governance, AI silence is not a failure. It is a risk-reduction decision taken when answering would require non-legitimate inference.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-une-ia-se-tait-plutot-que-d-inventer",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/why-an-ai-remains-silent-rather-than-inventing/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why an XML sitemap is no longer enough: toward a site coherence map for AI agents",
    "description": "Why an XML sitemap is no longer enough: toward… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ghost-404s-and-site-coherence-map",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/why-an-xml-sitemap-is-no-longer-enough/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Why coherence is not enough in a multisite ecosystem",
    "description": "Why coherence is not enough in a multisite… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "environnement-multisite-coherence-ne-suffit-plus",
    "url": "https://gautierdorval.com/en/blog/ai-governance/why-coherence-is-not-enough-in-a-multisite-ecosystem/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Why interpretive governance is becoming an economic and legal requirement",
    "description": "Why interpretive governance is becoming an… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-interpretative-exigence-economique-juridique",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/why-interpretive-governance-is-becoming-an-economic-and-legal-requirement/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Why Responsible AI does not make a response enforceable",
    "description": "Why Responsible AI does not make a response… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "responsible-ai-ne-rend-pas-opposable",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/why-responsible-ai-does-not-make-a-response-enforceable/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Why semantic governance is not optional",
    "description": "In an interpreted and agentic web, leaving information ungoverned means delegating understanding to systems by default.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-la-gouvernance-semantique-nest-pas-une-option",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/why-semantic-governance-is-not-optional/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why silos, clusters, and FAQs no longer serve only to rank, but to stabilize meaning",
    "description": "Silos, clusters, and FAQs now matter for interpretive stability as much as for ranking. The article explains why architecture governs synthesis.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silos-cocons-faq-stabiliser-le-sens",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/why-silos-clusters-and-faqs-no-longer-serve-only-to-rank-but-to-stabilize-meaning/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Why the problem is neither SEO nor AI bias",
    "description": "Why the problem is neither SEO nor AI bias examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "faux-diagnostic-seo-biais-ia",
    "url": "https://gautierdorval.com/en/blog/ai-governance/why-the-problem-is-neither-seo-nor-ai-bias/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why the stability of AI responses has become a strategic issue",
    "description": "Why the stability of AI responses has become a… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "stabilite-des-reponses-ia",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/why-the-stability-of-ai-responses-has-become-a-strategic-issue/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Why there is no technological solution to interpretive drift",
    "description": "Why there is no technological solution to… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pas-de-solution-technique-aux-derives-interpretatives",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/why-there-is-no-technological-solution-to-interpretive-drifts/",
    "updated": "2026-03-15T00:00:00.000Z"
  },
  {
    "title": "Why third-party review sites reshape entity authority without governance",
    "description": "Why third-party review sites reshape entity… examines an interpretive signal in AI visibility, semantic governance, authority, evidence or response risk.",
    "lang": "en",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-les-sites-d-avis-tiers-reconfigurent-l-autorite-d-entite-sans-gouvernance",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/why-third-party-review-sites-reshape-entity-authority-without-governance/",
    "updated": "2026-04-05T00:00:00.000Z"
  },
  {
    "title": "Ce qu’un 404 ne corrige pas dans les systèmes d’IA",
    "description": "Ce qu’un 404 ne corrige pas dans les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "404-ne-corrige-pas-systemes-ia",
    "url": "https://gautierdorval.com/blogue/seo-avance/404-ne-corrige-pas-systemes-ia/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "L’absence de signal comme signal",
    "description": "Quand le silence informationnel devient un déclencheur d’inférence, et pourquoi l’absence de signal n’est jamais neutre dans un web interprété.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "absence-de-signal-comme-signal",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/absence-de-signal-comme-signal/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’absence de signal comme déclencheur d’inférence",
    "description": "Observations terrain montrant comment le silence informationnel devient un déclencheur d’inférence et conduit à des interprétations persistantes.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "absence-de-signal-declencheur-inference",
    "url": "https://gautierdorval.com/blogue/observation-terrain/absence-de-signal-declencheur-inference/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’Accessibility Tree comme carte d’interprétation du Web agentique",
    "description": "L’arbre d’accessibilité devient une surface stratégique parce qu’il expose les rôles, noms, états et relations dont les agents ont besoin pour agir.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "accessibility-tree-interpretation-map-agentic-web",
    "url": "https://gautierdorval.com/blogue/ere-agentique/accessibility-tree-carte-interpretation-web-agentique/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Quand l’acheteur devient une force de gouvernance exogène",
    "description": "Appels d’offres, due diligence et assurabilité imposent des exigences de preuve, de périmètre et de traçabilité qui reconfigurent le site.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "acheteur-force-gouvernance-exogene",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/acheteur-force-gouvernance-exogene/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Quand l’agent devient décideur implicite : la responsabilité se déplace sans bruit",
    "description": "Quand l’agent devient décideur implicite… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agent-devient-decideur-implicite-responsabilite-deplacee",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/agent-devient-decideur-implicite-responsabilite-deplacee/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Agentique en environnement fermé : pourquoi des données propres ne suffisent pas",
    "description": "Agentique en environnement fermé… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agentique-environnement-ferme-donnees-propres-insuffisant",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/agentique-environnement-ferme-donnees-propres-insuffisant/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Agentique : pourquoi la non-réponse devient une règle de sécurité",
    "description": "Quand une IA agit, une réponse devient une décision. Pourquoi la non-réponse légitime et les conditions de réponse sont des mécanismes de sécurité en agentique.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agentique-non-reponse-regle-securite",
    "url": "https://gautierdorval.com/blogue/ere-agentique/agentique-non-reponse-regle-securite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Index interprétatif de l’AI Act : phénomènes et gouvernabilité",
    "description": "Article sur l’index interprétatif de l’AI Act, avec rôle, frontière pratique et liens vers définitions, frameworks et audits.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-act-index-interpretatif",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/ai-act-index-interpretatif/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Pourquoi « AI poisoning » est devenu un mot-valise",
    "description": "Pourquoi « AI poisoning » est devenu un… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-poisoning-mot-valise",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/ai-poisoning-mot-valise/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "AI Search Monitoring : ce que les tableaux de bord voient et ce qu’ils ne gouvernent pas",
    "description": "AI Search Monitoring : ce que les tableaux… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-search-monitoring-dashboards-see-not-govern",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/ai-search-monitoring-ce-que-les-tableaux-de-bord-voient-et-ce-quils-ne-gouvernent-pas/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Anatomie d’une dilution de marque : de l’inférence à la propagation",
    "description": "Observation chronologique d’un cas réel de dilution de marque causée par l’inférence algorithmique, sa propagation inter-systèmes et sa normalisation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "anatomie-dilution-marque-inference-propagation",
    "url": "https://gautierdorval.com/blogue/observation-terrain/anatomie-dilution-marque-inference-propagation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Arbitrage d’autorité : comment les IA hiérarchisent des sources crédibles",
    "description": "Arbitrage d’autorité : comment les IA… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "arbitrage-autorite-hierarchisation-sources-credibles",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/arbitrage-autorite-hierarchisation-sources-credibles/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’arbitrage probabiliste : comment une IA choisit entre deux formulations concurrentes",
    "description": "L’arbitrage probabiliste : comment une IA… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "arbitrage-probabiliste-formulations-concurrentes",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/arbitrage-probabiliste-formulations-concurrentes/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand l’IA arbitre entre des sources contradictoires et fabrique une vérité",
    "description": "Quand l’IA arbitre entre des sources… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "arbitrage-sources-contradictoires-verite",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/arbitrage-sources-contradictoires-verite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi une architecture SEO solide est une condition préalable à toute gouvernance interprétative",
    "description": "Pourquoi une architecture SEO solide est… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "architecture-seo-condition-gouvernance",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/architecture-seo-condition-gouvernance/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Pourquoi l’architecture Web sobre redevient stratégique à l’ère des agents",
    "description": "Les architectures sobres, stables et sémantiques redeviennent stratégiques parce que les agents ont besoin d’interfaces prévisibles.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sober-web-architecture-agent-era",
    "url": "https://gautierdorval.com/blogue/ere-agentique/architecture-web-sobre-strategique-ere-agents/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Quand l’IA produit des assertions sans traçabilité : de la plausibilité au passif",
    "description": "Quand l’IA produit des assertions sans… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "assertions-sans-tracabilite-plausibilite-passif",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/assertions-sans-tracabilite-plausibilite-passif/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Atlas interprétatif du web génératif : les six champs de gouvernabilité du sens",
    "description": "Atlas interprétatif du web génératif : les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "atlas-interpretatif-web-generatif",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/atlas-interpretatif-web-generatif/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Atlas interprétatif du web génératif et de l’AI Act",
    "description": "Article sur l’atlas du web génératif et de l’AI Act, relié aux définitions, frameworks et audits du corpus.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "atlas-interpretatif-web-generatif-ai-act",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/atlas-interpretatif-web-generatif-ai-act/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "'Audit de suivi des citations IA : ce qu’il faut vraiment mesurer'",
    "description": "Pourquoi le suivi des citations IA doit mesurer le rôle, l’appui, la substitution et la fidélité, pas seulement le nombre d’URL citées.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-tracking-audit-what-must-be-measured",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/audit-suivi-citations-ia-ce-qu-il-faut-mesurer/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Comment auditer la qualité des citations IA",
    "description": "Méthode pratique pour auditer la qualité des citations IA en consignant prompts, sources, rôles de citation, hiérarchie des sources et écarts de fidélité.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "how-to-audit-ai-citation-quality",
    "url": "https://gautierdorval.com/blogue/observation-terrain/auditer-qualite-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Auteur, organisation, service : pourquoi les IA mélangent les niveaux d’attribution",
    "description": "Auteur, organisation, service : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "auteur-organisation-service-niveaux-attribution",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/auteur-organisation-service-niveaux-attribution/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Une autorité admissible n’est pas une vérité : ce que EAC qualifie réellement",
    "description": "EAC qualifie l’autorité admissible, pas la vérité. Pourquoi l’IA confond les deux, et comment la gouvernance borne l’interprétation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "autorite-admissible-vs-verite",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/autorite-admissible-vs-verite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Autorité de domaine vs légitimité de source",
    "description": "L’autorité de domaine peut influencer la découverte d’une source, mais elle ne détermine pas si cette source est légitime pour un énoncé généré par IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "domain-authority-vs-source-legitimacy",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/autorite-domaine-vs-legitimite-source/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Autorité et signaux faibles : comment les IA arbitrent sans vérité centrale",
    "description": "Autorité et signaux faibles : comment les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "autorite-reputation-signaux-faibles",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/autorite-reputation-signaux-faibles/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Avis, forums, mentions : pourquoi quelques signaux peuvent dominer une synthèse",
    "description": "Avis, forums, mentions : pourquoi quelques… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "avis-forums-mentions-signaux-dominants",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/avis-forums-mentions-signaux-dominants/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Avant de mesurer une dérive, il faut une baseline de perception IA",
    "description": "Pourquoi l’état initial de perception IA est indispensable pour distinguer variation, erreur, inertie et dérive réelle.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-perception-baseline-before-measuring-drift",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/baseline-perception-ia-avant-mesurer-derive/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Baseline publié (phase 0) : ce que l’observation montre, et ce qu’elle ne prouve pas",
    "description": "Baseline publié (phase 0) : ce que… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "baseline-publie-phase-0-observation-vs-preuve",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/baseline-publie-phase-0-observation-vs-preuve/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Better Robots.txt et la visibilité IA précoce",
    "description": "Better Robots.txt et la visibilité IA précoce analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "better-robots-txt-visibilite-ia-precoce",
    "url": "https://gautierdorval.com/blogue/observation-terrain/better-robots-txt-visibilite-ia-precoce/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Quand un site est bien référencé mais mal compris par les IA",
    "description": "Quand un site est bien référencé mais mal… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "bien-reference-mal-compris",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/bien-reference-mal-compris/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Biométrie : quand l’IA confond identification, vérification et surveillance",
    "description": "Biométrie : quand l’IA confond… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "biometrie-ia-confusion-identification-verification-surveillance",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/biometrie-ia-confusion-identification-verification-surveillance/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "« Black Hat GEO » : faux concept, vrai problème d’interprétation",
    "description": "« Black Hat GEO » : faux concept, vrai… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "black-hat-geo-faux-concept-vrai-probleme-interpretation",
    "url": "https://gautierdorval.com/blogue/seo-avance/black-hat-geo-faux-concept-vrai-probleme-interpretation/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Blocs de contenu prêts pour l’IA",
    "description": "Les blocs de contenu prêts pour l’IA rendent les énoncés importants plus faciles à récupérer, extraire et citer sans sacrifier la hiérarchie des sources ou le périmètre interprétatif.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-ready-content-blocks",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/blocs-contenu-prets-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Boucles auto-validantes et cristallisation du sens",
    "description": "Boucles auto-validantes et cristallisation… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "boucles-auto-validantes-et-cristallisation-du-sens",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/boucles-auto-validantes-et-cristallisation-du-sens/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Bundles et options : pourquoi les offres complexes sont systématiquement mal interprétées",
    "description": "Bundles et options : pourquoi les offres… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "bundles-options-offres-complexes",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/bundles-options-offres-complexes/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Capture interprétative : saturation de signaux et détournement de vérité",
    "description": "Quand un acteur impose un cadrage à une IA par saturation de sources et voisinages sémantiques. Mécanismes, symptômes, diagnostic et contre-mesures.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "capture-interpretative-saturation-signaux",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/capture-interpretative-saturation-signaux/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Cartographie du désalignement : réduire les contradictions on-site / off-site",
    "description": "Cartographie du désalignement : réduire… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "cartographie-desalignement-onsite-offsite",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/cartographie-desalignement-onsite-offsite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Ce que fait une IA quand deux sources se contredisent sur une marque",
    "description": "Ce que fait une IA quand deux sources se… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-fait-une-ia-quand-deux-sources-se-contre-disent-sur-une-marque",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/ce-que-fait-une-ia-quand-deux-sources-se-contre-disent-sur-une-marque/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Ce que fait vraiment chaque fichier de gouvernance",
    "description": "Fonction réelle de chaque fichier de gouvernance : entrypoint, identité, frontières négatives, erreurs récurrentes, découverte et hiérarchie de lecture.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-fait-chaque-fichier-de-gouvernance",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/ce-que-fait-vraiment-chaque-fichier-de-gouvernance/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Ce que les URLs fantômes révèlent des IA",
    "description": "Les URLs fantômes ne sont pas seulement des 404 étranges. Elles peuvent révéler la manière dont des systèmes reconstruisent la continuité probable d’un corpus.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "urls-fantomes-revelent-ia",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/urls-fantomes-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Ce que l’IA révèle des failles du web actuel",
    "description": "Ce que l’IA révèle des failles du web actuel analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-lia-revele-des-failles-du-web-actuel",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/ce-que-lia-revele-des-failles-du-web-actuel/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Ce que “non indiqué” signifie réellement dans une réponse d’IA",
    "description": "Analyse de la signification réelle de “non indiqué” dans une réponse d’IA : statut interprétatif, non-inférence, périmètre canonique et légitimité de réponse.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ce-que-non-indique-signifie-reellement-dans-une-reponse-d-ia",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/ce-que-non-indique-signifie-reellement-dans-une-reponse-d-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Changement d’offre, refonte, pivot : pourquoi les IA restent bloquées dans le passé",
    "description": "Changement d’offre, refonte, pivot… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "changement-offre-refonte-pivot",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/changement-offre-refonte-pivot/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Citation IA vs fidélité",
    "description": "Être cité par un système IA ne prouve pas que la réponse a préservé la source, le périmètre ou l’autorité derrière l’énoncé.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-vs-fidelity",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/citation-ia-vs-fidelite/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Claim-scoped, time-scoped, scope-bound : la grammaire minimale de EAC",
    "description": "Grammaire minimale de EAC : admissibilité claim-scoped, time-scoped et scope-bound. Pourquoi le niveau « source » est insuffisant.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "claim-time-scope-eac",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/claim-time-scope-eac/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Classement, citation, recommandation : trois régimes de visibilité qu’il ne faut plus confondre",
    "description": "Classement, citation, recommandation… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "classement-citation-recommandation-trois-regimes-visibilite",
    "url": "https://gautierdorval.com/blogue/seo-avance/classement-citation-recommandation-trois-regimes-visibilite/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Pourquoi les classements tiers deviennent des surfaces d’autorité secondaire",
    "description": "Pourquoi les classements tiers deviennent… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "classements-tiers-surfaces-autorite-secondaire",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/classements-tiers-surfaces-autorite-secondaire/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Collision interprétative : fusion d’entités et hallucinations de synthèse",
    "description": "Quand une IA fusionne deux entités proches et produit une synthèse hybride. Symptômes, causes typiques, diagnostics et méthodes de désambiguïsation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "collision-interpretative-fusion-entites",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/collision-interpretative-fusion-entites/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Comment une IA décide qu’une marque est citable ou non",
    "description": "Comment une IA décide qu’une marque est… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "comment-ia-decide-marque-citable",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/comment-ia-decide-marque-citable/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Comment une IA arbitre entre définition canonique et rumeurs publiques",
    "description": "Comment une IA arbitre entre définition… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "comment-une-ia-arbitre-entre-definition-canonique-et-rumeurs-publiques",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/comment-une-ia-arbitre-entre-definition-canonique-et-rumeurs-publiques/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Communication publique : quand une réponse IA devient une position officiellle",
    "description": "Communication publique : quand une réponse… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "communication-publique-ia-position-officielle",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/communication-publique-ia-position-officielle/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Comparabilité, citabilité, admissibilité : trois tests qu’une entité ne passe pas au même moment",
    "description": "Comparabilité, citabilité, admissibilité… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "comparabilite-citabilite-admissibilite-trois-tests-entite",
    "url": "https://gautierdorval.com/blogue/seo-avance/comparabilite-citabilite-admissibilite-trois-tests-entite/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "La compression sémantique : pourquoi certaines informations disparaissent toujours",
    "description": "La compression sémantique : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "compression-semantique-disparition-information",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/compression-semantique-disparition-information/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Conflit d’autorité : que faire quand deux sources « fortes » s’opposent",
    "description": "Conflit d’autorité : que faire quand deux… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "conflit-autorite-arbitrage",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/conflit-autorite-arbitrage/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Conformité déclarée sans préséance : pourquoi une règle externe ne stabilise rien",
    "description": "Une règle externe, une mention de conformité ou un label ne stabilisent pas une représentation sans canon, préséance et bornes publiées.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "conformite-declaree-sans-presedence",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/conformite-declaree-sans-presedence/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "La confusion de rôle : expert, fondateur, porte-parole, auteur",
    "description": "La confusion de rôle : expert, fondateur… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "confusion-de-role-expert-fondateur-auteur",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/confusion-de-role-expert-fondateur-auteur/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Confusion personne, marque, produit : anatomie d’une identité numérique mal définie",
    "description": "Confusion personne, marque, produit… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "confusion-personne-marque-produit",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/confusion-personne-marque-produit/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Contestation et journalisation : quand le recours devient une contrainte de design",
    "description": "Dès qu’une sortie peut être contestée, la journalisation, la trace et la qualification de preuve cessent d’être optionnelles.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contestation-journalisation-contraintes-design",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/contestation-journalisation-contraintes-design/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Sources crédibles contradictoires : quand l’arbitrage devient silencieux",
    "description": "Sources crédibles contradictoires : quand… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contradictions-sources-credibles-arbitrage-silencieux",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/contradictions-sources-credibles-arbitrage-silencieux/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Contraintes explicites et réduction de l’inférence",
    "description": "Contraintes explicites et réduction de… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contraintes-explicites-et-reduction-de-l-inference",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/contraintes-explicites-et-reduction-de-l-inference/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Contrôle d’aperçu et gouvernance des extraits",
    "description": "Le contrôle d’aperçu devrait aligner visibilité des extraits, préparation aux citations et hiérarchie des sources au lieu de cacher le passage qui devrait gouverner la réponse.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "preview-control-and-snippet-governance",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/controle-apercu-gouvernance-extraits/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Comment corriger une fausse représentation d’entité sans jouer au chat et à la souris",
    "description": "Comment corriger une fausse représentation… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "corriger-fausse-representation-entite",
    "url": "https://gautierdorval.com/blogue/seo-avance/corriger-fausse-representation-entite/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Du crawler à l’agent : la nouvelle grammaire du Web",
    "description": "Le passage du crawler à l’agent impose une nouvelle grammaire du Web : le site doit être découvrable, interprétable et actionnable.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "crawler-to-agent-new-web-grammar",
    "url": "https://gautierdorval.com/blogue/ere-agentique/crawler-agent-nouvelle-grammaire-web/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Crédit : quand l’IA “score” sans le dire et durcit l’accès",
    "description": "Crédit : quand l’IA “score” sans le dire… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "credit-ia-scoring-implicite-durcissement-acces",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/credit-ia-scoring-implicite-durcissement-acces/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "De la page à l’entité : ce que les IA calculent réellement lorsqu’elles « comprennent » un site",
    "description": "De la page à l’entité : ce que les IA… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "de-la-page-a-l-entite",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/de-la-page-a-l-entite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "De l’information à l’action : entrer dans l’ère agentique",
    "description": "Pourquoi l’information n’est plus seulement consultée, mais utilisée comme base d’actions automatisées, et ce que cela change structurellement.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "de-linformation-a-laction",
    "url": "https://gautierdorval.com/blogue/ere-agentique/de-linformation-a-laction/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Décrochage d’état : quand l’IA fige un état périmé (prix, stock, politique)",
    "description": "Quand une IA restitue un état périmé malgré des mises à jour publiques. Symptômes, causes, risques et stratégies de correction gouvernée.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "decrochage-etat-ia",
    "url": "https://gautierdorval.com/blogue/observation-terrain/decrochage-etat-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Dérive de catégorie : quand l’IA place une entité dans le mauvais marché",
    "description": "Analyse de la dérive de catégorie dans les réponses IA et de son effet sur la perception, la comparaison et la recommandabilité.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "category-drift-wrong-market-ai-answers",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/derive-categorie-mauvais-marche-reponses-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "La dérive de perception IA n’est pas une hallucination",
    "description": "Pourquoi une dérive de perception peut être plus structurante qu’une hallucination factuelle isolée.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-perception-drift-is-not-hallucination",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/derive-perception-ia-nest-pas-hallucination/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de recommandabilité : quand une marque n’est plus proposée",
    "description": "Comment une marque peut rester présente dans le corpus tout en devenant moins spontanément recommandée par les systèmes IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "recommendability-drift-brand-no-longer-proposed",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/derive-recommandabilite-marque-nest-plus-proposee/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "La dérive temporelle : quand une version obsolète continue d’être citée",
    "description": "La dérive temporelle : quand une version… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "derive-temporelle-version-obsolete-citee",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/derive-temporelle-version-obsolete-citee/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Désambiguïsation de marque : un problème structurel",
    "description": "Pourquoi la dilution de marque n’est pas un problème de contenu, mais un problème d’architecture sémantique.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "desambiguisation-de-marque",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/desambiguisation-de-marque/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Désambiguïsation : le problème que le SEO n’a jamais vraiment traité",
    "description": "Pourquoi la désambiguïsation est devenue centrale dans un web interprété, et pourquoi le SEO classique n’a jamais vraiment adressé ce problème.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "desambiguisation-probleme-seo",
    "url": "https://gautierdorval.com/blogue/seo-avance/desambiguisation-probleme-seo/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Détection ≠ légitimité : limites des défenses uniquement « filtrage »",
    "description": "Détection ≠ légitimité : limites des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "detection-vs-legitimite",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/detection-vs-legitimite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Dette interprétative : comment elle s’accumule sans erreur spectaculaire",
    "description": "Dette interprétative : comment elle… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "dette-interpretative-accumulation",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/dette-interpretative-accumulation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Diagnostic sans questionner un LLM : identifier une mauvaise interprétation par signaux indirects",
    "description": "Diagnostic sans questionner un LLM… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "diagnostic-sans-questionner-llm-signaux-indirects",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/diagnostic-sans-questionner-llm-signaux-indirects/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Dissonance d’entité : quand l’environnement contredit la source officielle",
    "description": "Dissonance d’entité : quand… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "dissonance-entite-environnement-contredit-source",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/dissonance-entite-environnement-contredit-source/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Distinguer observation, analyse et perspective",
    "description": "Article sur la distinction entre observation, analyse et perspective dans la gouvernance interprétative des systèmes IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "distinguer-observation-analyse-et-perspective",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/distinguer-observation-analyse-et-perspective/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Domination d’une source tierce : quand le site source perd l’autorité interprétative",
    "description": "Domination d’une source tierce : quand le… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "domination-source-tierce-perte-autorite-site",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/domination-source-tierce-perte-autorite-site/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Données structurées et citations IA : pourquoi schema n’est pas la gouvernance",
    "description": "Les données structurées peuvent clarifier les entités et relations, mais elles ne remplacent ni la hiérarchie des sources, ni la preuve, ni le périmètre, ni la gouvernance interprétative.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "structured-data-ai-citations-schema-not-governance",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/donnees-structurees-citations-ia-schema-pas-gouvernance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Données structurées : structurer pour être compris",
    "description": "Pourquoi les données structurées servent d’abord à stabiliser l’interprétation par les moteurs et les IA, et non à sur-optimiser le SEO.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "donnees-structurees-etre-compris",
    "url": "https://gautierdorval.com/blogue/seo-avance/donnees-structurees-etre-compris/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le drift de périmètre : quand l’IA élargit une offre au-delà de ce qui est réellement vendu",
    "description": "Le drift de périmètre : quand l’IA élargit… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "drift-de-perimetre-elargissement-offre",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/drift-de-perimetre-elargissement-offre/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Duplications stratégiques : quand les variantes FR/EN moyennisent le sens",
    "description": "Duplications stratégiques : quand les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "dupliques-strategiques-variantes-fr-en-moyennisation-sens",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/dupliques-strategiques-variantes-fr-en-moyennisation-sens/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "EAC, A2, Q-Layer, Layer 3 : qui fait quoi dans la gouvernance",
    "description": "Carte des couches EAC, A2, Q-Layer et Layer 3 pour distinguer admissibilité, exposition, sortie et autorité exécutable.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "eac-a2-q-layer-layer-3",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/eac-a2-q-layer-layer-3/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "EAC n’est pas EAC-gap : distinguer la couche du différentiel mesuré",
    "description": "EAC est une couche de gouvernance. EAC-gap est un différentiel mesuré. Cette distinction protège la doctrine et la stack.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "eac-vs-eac-gap",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/eac-vs-eac-gap/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Écart canon-sortie : mesurer la distorsion plutôt que débattre du « vrai »",
    "description": "Plutôt que débattre du “vrai” ou du “faux”, mesurer l’écart entre le canon déclaré et la sortie générative. Méthode, typologie et implications stratégiques.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ecart-canon-sortie-mesure-distortion",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/ecart-canon-sortie-mesure-distortion/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "L’écart canon-sortie comme mesure du LLM perception drift",
    "description": "Comment l’écart entre source canonique et sortie générée permet de qualifier une dérive de perception LLM.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "canon-output-gap-measure-llm-perception-drift",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/ecart-canon-sortie-mesure-llm-perception-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Éducation : quand l’IA transforme des recommandations en décisions implicites",
    "description": "Éducation : quand l’IA transforme des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "education-ia-recommandations-decisions-implicites",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/education-ia-recommandations-decisions-implicites/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’effet template : comment les structures répétées induisent de fausses généralisations IA",
    "description": "L’effet template : comment les structures… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "effet-template-generalisations-ia",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/effet-template-generalisations-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Empathie simulée et stabilisation du dialogue",
    "description": "Empathie simulée et stabilisation du dialogue analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "empathie-simulee-et-stabilisation-du-dialogue",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/empathie-simulee-et-stabilisation-du-dialogue/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Entités et Knowledge Graph : ce que Google comprend vraiment",
    "description": "Comment Google structure sa compréhension via les entités et le Knowledge Graph, et pourquoi cela dépasse largement la logique des mots-clés.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "entites-knowledge-graph-google",
    "url": "https://gautierdorval.com/blogue/seo-avance/entites-knowledge-graph-google/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Environnement multisite : pourquoi la cohérence ne suffit plus",
    "description": "Environnement multisite : pourquoi la… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "environnement-multisite-coherence-ne-suffit-plus",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/environnement-multisite-coherence-ne-suffit-plus/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Architecture sémantique : concevoir des environnements interprétables",
    "description": "Pourquoi l’architecture sémantique vise à rendre les environnements numériques interprétables, cohérents et résistants à l’extrapolation algorithmique.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "environnements-interpretables",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/environnements-interpretables/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Être cité n’est pas être compris",
    "description": "Être cité n’est pas être compris analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "cited-is-not-understood",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/etre-cite-nest-pas-etre-compris/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Être cité sans être cliqué",
    "description": "Pourquoi la valeur informationnelle se déplace de l’accès au contenu vers sa citation directe par les moteurs et les agents IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "etre-cite-sans-etre-clique",
    "url": "https://gautierdorval.com/blogue/ere-agentique/etre-cite-sans-etre-clique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Être en avance sans devenir inaudible",
    "description": "Comment assumer une avance conceptuelle dans un web interprété sans perdre la lisibilité, et pourquoi la responsabilité informationnelle est aussi temporelle.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "etre-en-avance-sans-devenir-inaudible",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/etre-en-avance-sans-devenir-inaudible/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Étude de cas : stabilisation d’une identité par gouvernance exogène",
    "description": "Étude de cas : stabilisation d’une… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "etude-de-cas-stabilisation-dune-identite",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/etude-de-cas-stabilisation-dune-identite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Facettes, filtres et pagination : quand la structure e-commerce dilue l’interprétation",
    "description": "Facettes, filtres et pagination : quand la… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "facettes-filtres-pagination-dilution-interpretative",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/facettes-filtres-pagination-dilution-interpretative/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Les facteurs de citation IA ne suffisent pas",
    "description": "Les facteurs de citation IA expliquent pourquoi une source peut être sélectionnée. Ils ne prouvent pas la légitimité de la source, la fidélité de la réponse ni la gouvernance interprétative.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-factors-not-enough",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/facteurs-citation-ia-insuffisants/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Pourquoi le problème n’est pas le SEO, ni un biais des IA",
    "description": "Pourquoi le problème n’est pas le SEO, ni… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "faux-diagnostic-seo-biais-ia",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/faux-diagnostic-seo-biais-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le figement des attributs : quand une description devient une vérité stable",
    "description": "Le figement des attributs : quand une… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "figement-des-attributs-verite-stable",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/figement-des-attributs-verite-stable/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Fraîcheur et stabilité des citations IA",
    "description": "La fraîcheur compte pour les citations IA lorsque la requête, l’énoncé ou l’état de l’entité est sensible au temps, mais elle ne prouve pas l’autorité.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "freshness-ai-citation-stability",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/fraicheur-stabilite-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Fraîcheur vs stabilité : pourquoi les contenus récents ne gagnent pas automatiquement",
    "description": "Fraîcheur vs stabilité : pourquoi les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "fraicheur-vs-stabilisation",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/fraicheur-vs-stabilisation/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Frontière d’autorité : ce que l’IA peut déduire, et ce qu’elle ne doit pas inférer",
    "description": "Définir une frontière d’autorité, c’est borner ce que l’IA peut conclure à partir d’une source. Déduction, inférence, risques et règles de gouvernance.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "frontiere-autorite-deduction-inference",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/frontiere-autorite-deduction-inference/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Fusion, acquisition, rebrand : gouverner l’identité pendant un changement structurel",
    "description": "Fusion, acquisition, rebrand : gouverner… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "fusion-acquisition-rebrand-gouverner-identite-changement",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/fusion-acquisition-rebrand-gouverner-identite-changement/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Géographie implicite : quand l’IA invente des zones desservies",
    "description": "Géographie implicite : quand l’IA invente… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "geographie-implicite-zone-desservie-inventee",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/geographie-implicite-zone-desservie-inventee/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance biométrie : bornes, interdits, transparence, non-actions",
    "description": "Gouvernance biométrie : bornes, interdits… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-biometrie-bornes-interdits-transparence-non-actions",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-biometrie-bornes-interdits-transparence-non-actions/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance crédit : facteurs, négations, justification, temporalité",
    "description": "Gouvernance crédit : facteurs, négations… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-credit-facteurs-negations-justification-temporalite",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-credit-facteurs-negations-justification-temporalite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance e-commerce : attributs, négations, variantes, preuves",
    "description": "Gouvernance e-commerce : attributs… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-ecommerce-attributs-negations-variantes-preuves",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-ecommerce-attributs-negations-variantes-preuves/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance éducation : seuils, preuves, non-actions légitimes",
    "description": "Gouvernance éducation : seuils, preuves… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-education-seuils-preuves-non-actions-legitimes",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-education-seuils-preuves-non-actions-legitimes/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Nous n’en sommes qu’au début : pourquoi la gouvernance IA devient une fonction stratégique",
    "description": "Nous n’en sommes qu’au début : pourquoi la… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-ia-fonction-strategique",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/gouvernance-ia-fonction-strategique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance interprétative : carte complète, phénomènes et mécanismes",
    "description": "Synthèse pivot : phénomènes, frontières d’autorité, preuve et audit, environnements (web ouvert, RAG, agentique) et soutenabilité.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-interpretative-carte-complete",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/gouvernance-interpretative-carte-complete/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Pourquoi la gouvernance interprétative devient une exigence économique et juridique",
    "description": "Pourquoi la gouvernance interprétative… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-interpretative-exigence-economique-juridique",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/gouvernance-interpretative-exigence-economique-juridique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance légal : juridictions, exceptions, validité temporelle",
    "description": "Gouvernance légal : juridictions… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-legal-juridictions-exceptions-validite-temporelle",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-legal-juridictions-exceptions-validite-temporelle/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance RH : critères, exclusions, biais, traçabilité",
    "description": "Gouvernance RH : critères, exclusions… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-rh-criteres-exclusions-biais-tracabilite",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-rh-criteres-exclusions-biais-tracabilite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance santé : prudence, sources, limites, escalade humaine",
    "description": "Gouvernance santé : prudence, sources… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-sante-prudence-sources-limites-escalade-humaine",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-sante-prudence-sources-limites-escalade-humaine/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance secteur public : critères, preuves, recours, transparence",
    "description": "Gouvernance secteur public : critères… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-secteur-public-criteres-preuves-recours-transparence",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-secteur-public-criteres-preuves-recours-transparence/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Gouvernance temporelle : déclarer ce qui est valide, périmé ou conditionnel",
    "description": "Gouvernance temporelle : déclarer ce qui… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouvernance-temporelle",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-temporelle/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouverner l’agent, c’est gouverner l’organisation par proxy",
    "description": "Gouverner l’agent, c’est gouverner… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouverner-agent-gouverner-organisation-par-proxy",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/gouverner-agent-gouverner-organisation-par-proxy/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Gouverner l’interprétation sans sur-optimiser",
    "description": "Encadrer la compréhension sans manipulation : pourquoi la gouvernance sémantique vise la clarté et la cohérence plutôt que la sur-optimisation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "gouverner-interpretation",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/gouverner-interpretation/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Graphe d’identité gouvernée : relations, rôles et périmètres",
    "description": "Graphe d’identité gouvernée : relations… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "graphe-identite-gouvernee",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/graphe-identite-gouvernee/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Cas d’observation : Grok et la fabrication d’autorité",
    "description": "Cas d’observation : Grok et la fabrication… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "grok-et-la-fabrication-dautorite",
    "url": "https://gautierdorval.com/blogue/observation-terrain/grok-et-la-fabrication-dautorite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’hallucination n’est pas le problème : l’absence de légitimité interprétative",
    "description": "L’hallucination n’est pas le problème… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hallucination-absence-legitimite-interpretative",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/hallucination-absence-legitimite-interpretative/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’hallucination comme échec de structuration amont, pas comme bug du modèle",
    "description": "L’hallucination comme échec de… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hallucination-echec-structuration-amont",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/hallucination-echec-structuration-amont/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Hallucinations cohérentes : le vrai risque",
    "description": "Pourquoi les erreurs les plus dangereuses produites par les IA sont celles qui restent cohérentes, plausibles et progressivement normalisées.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hallucinations-coherentes-vrai-risque",
    "url": "https://gautierdorval.com/blogue/observation-terrain/hallucinations-coherentes-vrai-risque/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Héritage informationnel : quand une ancienne identité continue de dominer",
    "description": "Héritage informationnel : quand une… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "heritage-informationnel-ancienne-identite-domine",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/heritage-informationnel-ancienne-identite-domine/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Hiérarchie des sources : organiser les conflits interprétatifs",
    "description": "Hiérarchie des sources : organiser les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hierarchie-des-sources",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/hierarchie-des-sources/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "La hiérarchie de l’information comme acte de gouvernance",
    "description": "Pourquoi hiérarchiser l’information n’est pas un choix éditorial neutre, mais un acte de gouvernance qui oriente l’interprétation des moteurs et des IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hierarchie-information-acte-de-gouvernance",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/hierarchie-information-acte-de-gouvernance/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Hiérarchie des sources pour les citations IA",
    "description": "Les citations IA devraient être évaluées par hiérarchie des sources afin que les sources affichées ne remplacent pas les sources gouvernantes.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "source-hierarchy-for-ai-citations",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/hierarchie-sources-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Hiérarchie des sources : la condition minimale d’opposabilité d’une réponse IA",
    "description": "Hiérarchie des sources : la condition… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hierarchie-sources-opposabilite-ia",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/hierarchie-sources-opposabilite-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Historique dominant : quand l’ancien l’emporte toujours sur le nouveau",
    "description": "Historique dominant : quand l’ancien… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "historique-dominant-ancien-emporte-nouveau",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/historique-dominant-ancien-emporte-nouveau/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Homonymie et collisions d’entités : quand plusieurs réalités partagent un même nom",
    "description": "Homonymie et collisions d’entités : quand… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "homonymie-collisions-entites-partageant-nom",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/homonymie-collisions-entites-partageant-nom/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "GEO, optimisation IA : pourquoi les réponses tactiques arrivent trop tard",
    "description": "GEO, optimisation IA : pourquoi les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "hype-geo-fausses-solutions-optimisation-ia",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/hype-geo-fausses-solutions-optimisation-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand une IA se trompe avec assurance : pourquoi l’erreur devient un problème juridique",
    "description": "Quand une IA se trompe avec assurance… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ia-erreur-probleme-juridique",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/ia-erreur-probleme-juridique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi les IA extrapolent quand le périmètre est flou",
    "description": "Comment un périmètre sémantique flou déclenche l’extrapolation algorithmique, et pourquoi seule l’architecture permet de la contenir durablement.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ia-extrapolent-perimetre-flou",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/ia-extrapolent-perimetre-flou/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’illusion du comparateur : comment l’IA crée des comparaisons sans données comparables",
    "description": "L’illusion du comparateur : comment l’IA… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "illusion-comparateur-donnees-non-comparables",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/illusion-comparateur-donnees-non-comparables/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Index, retrieval et mémoire : trois couches qu’il faut cesser de confondre",
    "description": "Index, retrieval et mémoire : trois… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "index-retrieval-memoire-trois-couches",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/index-retrieval-memoire-trois-couches/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Indexation et interprétation : deux problèmes différents",
    "description": "Pourquoi être indexé ne signifie pas être compris, et comment cette confusion fausse encore de nombreuses stratégies SEO.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "indexation-vs-interpretation",
    "url": "https://gautierdorval.com/blogue/seo-avance/indexation-vs-interpretation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Indice de drift : mesurer la variance de formulation dans le temps",
    "description": "Indice de drift : mesurer la variance de… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "indice-drift-mesurer-variance-formulation",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/indice-drift-mesurer-variance-formulation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Inertie interprétative : pourquoi les corrections ne “prennent” pas",
    "description": "Pourquoi une correction publiée ne modifie pas immédiatement les réponses IA. Mécanismes d’inertie, rémanence des signaux et stratégies de stabilisation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "inertie-interpretative-correction",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/inertie-interpretative-correction/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Invisibilisation interprétative : quand l’info existe mais disparaît de la réponse",
    "description": "Comprendre pourquoi une information peut être indexée et pourtant absente des réponses génératives. Symptômes, causes, diagnostics, pistes de stabilisation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "invisibilisation-interpretative-info-invisible",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/invisibilisation-interpretative-info-invisible/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "De l’invisibilisation des marques dans les réponses IA : un phénomène mal nommé",
    "description": "De l’invisibilisation des marques dans les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "invisibilisation-marques-reponses-ia",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/invisibilisation-marques-reponses-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand l’invisibilisation devient un risque économique systémique",
    "description": "Quand l’invisibilisation devient un risque… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "invisibilisation-risque-economique-systemique",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/invisibilisation-risque-economique-systemique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "L’autorité doit survivre à l’extraction",
    "description": "L’autorité doit survivre à l’extraction analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "autorite-survivre-extraction",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/l-autorite-doit-survivre-a-l-extraction/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Langue, géographie et citations IA",
    "description": "La langue et la géographie influencent les citations IA lorsque la requête, le contexte utilisateur, la juridiction ou le vocabulaire marché changent l’ensemble de sources.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "language-geography-and-ai-citations",
    "url": "https://gautierdorval.com/blogue/seo-avance/langue-geographie-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Le contexte n’est pas portable. La structure l’est.",
    "description": "La publication humaine laisse souvent le contexte porter l’autorité. L’interprétation machine exige que l’autorité soit portée par la structure.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "contexte-non-portable-structure-portable",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/le-contexte-n-est-pas-portable-la-structure-l-est/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Le mythe du « bon contenu » : pourquoi la qualité éditoriale ne suffit plus",
    "description": "Le mythe du « bon contenu » : pourquoi la… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "le-mythe-du-bon-contenu-pourquoi-la-qualite-editoriale-ne-suffit-plus",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/le-mythe-du-bon-contenu-pourquoi-la-qualite-editoriale-ne-suffit-plus/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le risque IA n’est pas seulement l’erreur. C’est le déplacement d’autorité",
    "description": "Le risque IA n’est pas seulement l’erreur.… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "risque-ia-erreur-deplacement-autorite",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/le-risque-ia-n-est-pas-seulement-l-erreur-c-est-le-deplacement-d-autorite/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Le silence n’est pas encore gouverné",
    "description": "Pourquoi les systèmes IA remplacent souvent l’incertitude par une cohérence : non-réponse rare, faux équivalents du silence et rôle de la suspension gouvernée.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "le-silence-n-est-pas-encore-gouverne",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/le-silence-n-est-pas-encore-gouverne/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le vrai problème n’est pas la visibilité dans les IA, mais l’écart de représentation",
    "description": "Le vrai problème n’est pas la visibilité… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "real-problem-is-representation-gap-not-ai-visibility",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/le-vrai-probleme-nest-pas-la-visibilite-dans-les-ia-mais-lecart-de-representation/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Lecture interprétative de The Adolescence of Technology",
    "description": "Lecture interprétative de The Adolescence… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lecture-interpretative-adolescence-technology",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lecture-interpretative-adolescence-technology/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Légal : quand l’IA universalise une règle locale ou un précédent",
    "description": "Légal : quand l’IA universalise une règle… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "legal-ia-universalisation-regle-locale-precedent",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/legal-ia-universalisation-regle-locale-precedent/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Les IA ne lisent pas le web en temps réel",
    "description": "Les IA ne lisent pas le web en temps réel analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "les-ia-ne-lisent-pas-le-web-en-temps-reel",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/les-ia-ne-lisent-pas-le-web-en-temps-reel/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Les métriques GEO voient l’effet, pas les conditions",
    "description": "Les métriques GEO voient l’effet, pas les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "metriques-geo-effet-pas-conditions",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/les-metriques-geo-voient-l-effet-pas-les-conditions/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Lexique contrôlé : noms officiels des phénomènes et définitions non ambiguës",
    "description": "Lexique contrôlé : noms officiels des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lexique-controle",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/lexique-controle/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Lire les logs IA : ce que révèlent les chemins de crawl et les revisites",
    "description": "Analyse des logs IA pour comprendre comment les systèmes génératifs explorent, priorisent et interprètent un site, au-delà du SEO classique.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lire-logs-ia-chemins-crawl-interpretation",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lire-logs-ia-chemins-crawl-interpretation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Lissage interprétatif : pourquoi l’IA standardise la pensée",
    "description": "Quand un modèle écrase les nuances d’une doctrine, d’une marque ou d’un concept pour produire une version moyenne. Symptômes, causes et contre-mesures.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "lissage-interpretatif-standardisation",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lissage-interpretatif-standardisation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "LLMs.txt n’est pas un facteur de classement, mais la découverte n’est pas la gouvernance",
    "description": "LLMs.txt ne devrait pas être traité comme un facteur de classement des citations IA. Son rôle utile est la découverte et le routage, pas la gouvernance à lui seul.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "llms-txt-discovery-not-governance",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/llms-txt-decouverte-pas-gouvernance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Le machine-first ne suffit pas : pourquoi les fichiers de gouvernance changent le régime de lecture",
    "description": "Le machine-first ne suffit pas : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "machine-first-ne-suffit-pas-fichiers-gouvernance",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/le-machine-first-ne-suffit-pas-fichiers-de-gouvernance-regime-de-lecture/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Maillage interne : du lien au graphe de sens",
    "description": "Pourquoi le maillage interne ne sert plus seulement à distribuer de l’autorité, mais à structurer la compréhension des moteurs et des IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "maillage-interne-graphe-de-sens",
    "url": "https://gautierdorval.com/blogue/seo-avance/maillage-interne-graphe-de-sens/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le maillage interne à l’ère du second hop : du lien à la dépendance documentaire",
    "description": "Le maillage interne à l’ère du second hop… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "maillage-interne-second-hop-dependance-documentaire",
    "url": "https://gautierdorval.com/blogue/seo-avance/maillage-interne-second-hop-dependance-documentaire/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Une marque peut être visible dans l’IA et pourtant mal comprise",
    "description": "Analyse du cas où une marque est bien présente dans les réponses génératives, mais reconstruite selon une catégorie, un périmètre ou une preuve inadéquate.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "brand-visible-but-misunderstood-ai-perception",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/marque-visible-mal-comprise-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Matrice des mécanismes génératifs : compression, arbitrage, figement, temporalité",
    "description": "Matrice des mécanismes génératifs… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "matrice-des-mecanismes-generatifs",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/matrice-des-mecanismes-generatifs/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Matrice des phénomènes : classer les dérives par couche dominante",
    "description": "Matrice des phénomènes : classer les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "matrice-des-phenomenes",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/matrice-des-phenomenes/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Matrice des phénomènes : cartographier les dérives par couche affectée",
    "description": "Matrice des phénomènes : cartographier les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "matrice-des-phenomenes-couche-affectee",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/matrice-des-phenomenes-couche-affectee/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Médias et contenus résumés sans citation : quand l’origine disparaît",
    "description": "Médias et contenus résumés sans citation… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "medias-contenus-resumes-sans-citation",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/medias-contenus-resumes-sans-citation/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "La mémoire agentique change le risque : ce qui persiste guide l’action suivante",
    "description": "La mémoire agentique ne personnalise pas seulement les échanges. Elle persiste des cadrages, des hypothèses et des erreurs qui reconfigurent l’action future.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "memoire-agentique-change-risque",
    "url": "https://gautierdorval.com/blogue/ere-agentique/memoire-agentique-change-risque/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Mesurer l’invisibilisation : comment auditer une présence dans les réponses IA sans se tromper",
    "description": "Mesurer l’invisibilisation : comment… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "mesurer-invisibilisation-audit-presence-reponses-ia",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/mesurer-invisibilisation-audit-presence-reponses-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Les métriques GEO ne prouvent ni fidélité, ni stabilité, ni maîtrise de la représentation",
    "description": "Les métriques GEO ne prouvent ni fidélité… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "metriques-geo-ne-prouvent-pas-fidelite-stabilite-maitrise",
    "url": "https://gautierdorval.com/blogue/seo-avance/metriques-geo-ne-prouvent-pas-fidelite-stabilite-maitrise/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Mise à jour vs correction : pourquoi corriger un contenu ne suffit pas",
    "description": "Mise à jour vs correction : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "mise-a-jour-vs-correction-ne-suffit-pas",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/mise-a-jour-vs-correction-ne-suffit-pas/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Modèle de négations : ce qu’une entité est, n’est pas, exclut, refuse",
    "description": "Modèle de négations : ce qu’une entité… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "modele-de-negations",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/modele-de-negations/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le monitoring des citations IA ne suffit pas à détecter une dérive de perception",
    "description": "Pourquoi le suivi des citations IA doit être relié à la fidélité, au canon et à la représentation pour devenir vraiment utile.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-citation-monitoring-not-enough-perception-drift",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/monitoring-citations-ia-ne-suffit-pas-perception-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Multilingue et temporalité : quand les versions FR et EN ne vieillissent pas ensemble",
    "description": "Multilingue et temporalité : quand les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "multilingue-temporalite-versions-fr-en",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/multilingue-temporalite-versions-fr-en/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Narration automatique comme stratégie de stabilité",
    "description": "Narration automatique comme stratégie de… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "narration-automatique-comme-strategie-de-stabilite",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/narration-automatique-comme-strategie-de-stabilite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Niveaux d’assertion : fait observé, inférence, hypothèse, opinion",
    "description": "Niveaux d’assertion : fait observé… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "niveaux-d-assertion",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/niveaux-d-assertion/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Non-réponse légitime : une mesure de sécurité, pas un aveu d’échec",
    "description": "Non-réponse légitime : une mesure de… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "non-reponse-legitime-securite",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/non-reponse-legitime-securite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Observabilité interprétative : les métriques minimales à journaliser",
    "description": "Quelles métriques minimales journaliser pour détecter dérive, distorsion et dette interprétative. Vers une observabilité gouvernée des réponses IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "observabilite-interpretative-metrics-minimales",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/observabilite-interpretative-metrics-minimales/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Observabilité interprétative : métriques minimales et protocole de validation",
    "description": "Observabilité interprétative : métriques… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "observabilite-interpretative-metrics-protocole",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/observabilite-interpretative-metrics-protocole/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Observation vs attestation : pourquoi Q-Ledger est volontairement faible",
    "description": "Observation vs attestation : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "observation-vs-attestation-q-ledger",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/observation-vs-attestation-q-ledger/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Cartographie de l’offre gouvernable : attributs stables, variables et négations",
    "description": "Cartographie de l’offre gouvernable… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "offre-gouvernable",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/offre-gouvernable/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand une offre est simplifiée par l’IA : mécanismes de réduction et pertes de fidélité",
    "description": "Quand une offre est simplifiée par l’IA… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "offre-simplifiee-par-l-ia",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/offre-simplifiee-par-l-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Outils, délégation, escalade : où se situe vraiment le point de décision d’un agent",
    "description": "Le point de décision d’un agent n’est pas seulement l’action finale. Il se situe aussi dans le choix d’outil, l’escalade et la formulation du cas.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "outils-delegation-escalade-point-de-decision",
    "url": "https://gautierdorval.com/blogue/ere-agentique/outils-delegation-escalade-point-de-decision/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Une page restaurée après un 404 peut rester absente des systèmes IA",
    "description": "Une page restaurée après un 404 peut… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "page-restauree-apres-404-systemes-ia",
    "url": "https://gautierdorval.com/blogue/observation-terrain/page-restauree-apres-404-systemes-ia/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Pourquoi il n’existe pas de solution technologique aux dérives interprétatives",
    "description": "Pourquoi il n’existe pas de solution… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pas-de-solution-technique-aux-derives-interpretatives",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/pas-de-solution-technique-aux-derives-interpretatives/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Passages autonomes pour la récupération IA",
    "description": "Les passages autonomes rendent les énoncés stratégiques plus faciles à récupérer, citer et gouverner sans dépendre du contexte caché du reste de la page.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "self-contained-passages-ai-retrieval",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/passages-autonomes-recuperation-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Ce que révèlent les patterns de crawl non humains",
    "description": "Observations terrain sur le comportement réel des crawlers et agents non humains, et sur ce qu’ils révèlent de l’interprétation algorithmique.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "patterns-crawl-non-humains",
    "url": "https://gautierdorval.com/blogue/observation-terrain/patterns-crawl-non-humains/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Post-sémantique : la dérive d’autorité comme défaut de juridiction",
    "description": "Post-sémantique : la dérive d’autorité… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "post-semantique-derives-autorite-defaut-juridiction",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/post-semantique-derives-autorite-defaut-juridiction/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Post-sémantique : quand l’IA pense, décide et outrepasse le texte",
    "description": "Post-sémantique : quand l’IA pense, décide… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "post-semantique-thinking-reasoning-gouvernance-interpretative",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/post-semantique-thinking-reasoning-gouvernance-interpretative/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Post-sémantique sur le Web ouvert : pourquoi gouverner la sortie ne suffit pas",
    "description": "Post-sémantique sur le Web ouvert… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "post-semantique-web-ouvert-gouverner-sortie-insuffisant",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/post-semantique-web-ouvert-gouverner-sortie-insuffisant/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi l’architecture d’un site influence plus l’IA que son trafic",
    "description": "Pourquoi l’architecture d’un site… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-l-architecture-d-un-site-influence-plus-l-ia-que-son-trafic",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-l-architecture-d-un-site-influence-plus-l-ia-que-son-trafic/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi la gouvernance sémantique n’est pas une option",
    "description": "Dans un web interprété et agentique, laisser l’information sans gouvernance revient à déléguer la compréhension aux systèmes par défaut.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-la-gouvernance-semantique-nest-pas-une-option",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/pourquoi-la-gouvernance-semantique-nest-pas-une-option/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi les sites d'avis tiers reconfigurent l'autorite d'entite sans gouvernance",
    "description": "Pourquoi les sites d'avis tiers… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-les-sites-d-avis-tiers-reconfigurent-l-autorite-d-entite-sans-gouvernance",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/pourquoi-les-sites-d-avis-tiers-reconfigurent-l-autorite-d-entite-sans-gouvernance/",
    "updated": "2026-04-05T00:00:00.000Z"
  },
  {
    "title": "Pourquoi une IA préfère une source claire à une source populaire",
    "description": "Pourquoi une IA préfère une source claire… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-une-ia-prefere-une-source-claire-a-une-source-populaire",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-une-ia-prefere-une-source-claire-a-une-source-populaire/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi une IA se tait plutôt que d’inventer",
    "description": "Pourquoi une IA se tait plutôt que d’inventer analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-une-ia-se-tait-plutot-que-d-inventer",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-une-ia-se-tait-plutot-que-d-inventer/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi une marque peut disparaître des réponses d’IA sans avoir perdu son SEO",
    "description": "Pourquoi une marque peut disparaître des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pourquoi-une-marque-peut-disparaitre-des-reponses-ia-sans-avoir-perdu-son-seo",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-une-marque-peut-disparaitre-des-reponses-ia-sans-avoir-perdu-son-seo/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi une sitemap XML ne suffit plus : vers une carte de cohérence du site pour les agents IA",
    "description": "Pourquoi une sitemap XML ne suffit plus… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ghost-404s-and-site-coherence-map",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/pourquoi-une-sitemap-xml-ne-suffit-plus/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Pouvoir de version : pourquoi la correction doit être versionnée comme du logiciel",
    "description": "Dans un web interprété par des IA, corriger ne suffit pas. Il faut versionner. Pourquoi la discipline de version devient un mécanisme stratégique de stabilité.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "pouvoir-de-version-correction",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/pouvoir-de-version-correction/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Présence, appui, décision : trois niveaux de risque qu’un même artefact peut traverser",
    "description": "Présence, appui, décision : trois niveaux… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "presence-appui-decision-trois-niveaux-risque",
    "url": "https://gautierdorval.com/blogue/seo-avance/presence-appui-decision-trois-niveaux-risque/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "De l’indexation à la stabilisation : construire une présence interprétative durable",
    "description": "De l’indexation à la stabilisation… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "presence-interpretative-durable",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/presence-interpretative-durable/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Quand la preuve vient de l’extérieur, l’architecture doit changer",
    "description": "Quand des clients, auditeurs, assureurs ou régulateurs exigent une preuve, le contenu ne suffit plus. Il faut une chaîne probatoire publiée.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "preuve-exterieure-reconfigure-architecture",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/preuve-exterieure-reconfigure-architecture/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Preuve de fidélité : pourquoi une citation ne suffit plus",
    "description": "Une citation n’est pas une garantie de fidélité. Comprendre l’écart entre source et synthèse, et structurer une preuve opposable en gouvernance interprétative.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "preuve-fidelite-citation-insuffisante",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/preuve-fidelite-citation-insuffisante/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Prix et options en e-commerce : pourquoi les IA simplifient et se trompent",
    "description": "Prix et options en e-commerce : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "prix-options-ecommerce-simplification-erreurs-ia",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/prix-options-ecommerce-simplification-erreurs-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Prix, options, exceptions : pourquoi les IA se trompent presque toujours sans gouvernance",
    "description": "Prix, options, exceptions : pourquoi les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "prix-options-exceptions",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/prix-options-exceptions/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Lecture doctrinale : Prompt Shields (Microsoft) et ce que ça ne remplace pas",
    "description": "Lecture doctrinale : Prompt Shields… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "prompt-shields-microsoft-lecture-gouvernance",
    "url": "https://gautierdorval.com/blogue/observation-terrain/prompt-shields-microsoft-lecture-gouvernance/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Protocole de validation cross-modèles : tester une entité sans biais",
    "description": "Cadre opératoire pour tester la stabilité d’interprétation d’une entité sur plusieurs IA, limiter les biais de prompt et mesurer la réduction de variance.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "protocole-validation-cross-modeles-entite",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/protocole-validation-cross-modeles-entite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand corriger le contenu ne corrige rien",
    "description": "Pourquoi corriger des textes ne suffit plus à corriger l’interprétation, et comment l’architecture conditionne la compréhension des moteurs et des IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-corriger-le-contenu-ne-corrige-rien",
    "url": "https://gautierdorval.com/blogue/seo-avance/quand-corriger-le-contenu-ne-corrige-rien/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand la source citée n’est pas la source gouvernante",
    "description": "Quand la source citée n’est pas la source… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "cited-source-not-governing",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/quand-la-source-citee-nest-pas-la-source-gouvernante/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Quand le SEO devient une discipline d’architecture",
    "description": "Pourquoi le SEO ne peut plus être pensé comme une suite d’optimisations, mais comme une discipline d’architecture orientée compréhension et interprétation.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-le-seo-devient-une-discipline-darchitecture",
    "url": "https://gautierdorval.com/blogue/seo-avance/quand-le-seo-devient-une-discipline-darchitecture/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand le silence d’une IA est un signal de fiabilité",
    "description": "Pourquoi l’abstention d’une IA peut indiquer une réponse plus fiable : réduction du risque, non-inférence, hiérarchie canonique et silence gouverné.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-le-silence-d-une-ia-est-un-signal-de-fiabilite",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/quand-le-silence-d-une-ia-est-un-signal-de-fiabilite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand les modèles deviennent plus confiants que leurs sources",
    "description": "Comment la confiance glisse des sources vers les modèles, et pourquoi cette inversion transforme durablement l’autorité informationnelle.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-les-modeles-deviennent-plus-confiants-que-leurs-sources",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/quand-les-modeles-deviennent-plus-confiants-que-leurs-sources/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand les moteurs interprètent correctement… et quand ils se trompent",
    "description": "Observations concrètes sur la manière dont les moteurs et les IA interprètent l’information, et sur les conditions qui favorisent ou empêchent l’erreur.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-les-moteurs-interpretent-correctement-et-quand-ils-se-trompent",
    "url": "https://gautierdorval.com/blogue/observation-terrain/quand-les-moteurs-interpretent-correctement-et-quand-ils-se-trompent/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand l’information devient décision",
    "description": "Dans l’ère agentique, l’information n’oriente plus seulement l’action : elle devient la base directe de décisions automatisées aux effets durables.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-linformation-devient-decision",
    "url": "https://gautierdorval.com/blogue/ere-agentique/quand-linformation-devient-decision/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand un agent delegue a un autre agent : l'autorite interpretative dans les chaines multi-agents",
    "description": "Quand un agent delegue a un autre agent… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-un-agent-delegue-a-un-autre-agent-autorite-interpretative-chaines-multi-agents",
    "url": "https://gautierdorval.com/blogue/ere-agentique/quand-un-agent-delegue-a-un-autre-agent-autorite-interpretative-chaines-multi-agents/",
    "updated": "2026-04-05T00:00:00.000Z"
  },
  {
    "title": "Quand une IA demande une définition avant d’inférer",
    "description": "Quand une IA demande une définition avant… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-une-ia-demande-une-definition-avant-dinferer",
    "url": "https://gautierdorval.com/blogue/observation-terrain/quand-une-ia-demande-une-definition-avant-dinferer/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand une IA produit du récit sans demande humaine",
    "description": "Quand une IA produit du récit sans demande… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "quand-une-ia-produit-du-recit-sans-demande-humaine",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/quand-une-ia-produit-du-recit-sans-demande-humaine/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand une marque visible est mal bornée dans les réponses IA",
    "description": "Une marque peut être visible dans les réponses IA tout en étant mal bornée. Le problème n’est alors plus l’absence, mais l’extension abusive du périmètre.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "visible-brand-mis-scoped-in-ai-responses",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/quand-une-marque-visible-est-mal-bornee-dans-les-reponses-ia/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Quand une question de politique n’est pas encore devenue une catégorie d’outil",
    "description": "Quand une question de politique n’est pas… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "question-politique-pas-encore-categorie-outil",
    "url": "https://gautierdorval.com/blogue/observation-terrain/quand-une-question-de-politique-nest-pas-encore-devenue-une-categorie-doutil/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Quand une source est officielle, mais n’est pas gouvernante",
    "description": "Quand une source est officielle, mais… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "source-officielle-non-gouvernante",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/quand-une-source-est-officielle-mais-n-est-pas-gouvernante/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Qui est responsable quand une IA répond sans légitimité ?",
    "description": "Qui est responsable quand une IA répond… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "qui-est-responsable-quand-ia-repond-sans-legitimite",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/qui-est-responsable-quand-ia-repond-sans-legitimite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "RAG : la contamination n’est pas un bug, c’est une propriété du système",
    "description": "RAG : la contamination n’est pas un bug… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rag-contamination-propriete-systeme",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/rag-contamination-propriete-systeme/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "RAG fiable : pourquoi la gouvernance est un problème de limites, pas de retrieval",
    "description": "RAG fiable : pourquoi la gouvernance est… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rag-fiable-probleme-de-limites",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/rag-fiable-probleme-de-limites/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "RAG gouverné, inférence non gouvernée : le point aveugle des agents métiers",
    "description": "RAG gouverné, inférence non gouvernée : le… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rag-gouverne-inference-non-gouvernee-point-aveugle",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/rag-gouverne-inference-non-gouvernee-point-aveugle/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Recrutement : quand l’IA infère des critères non déclarés",
    "description": "Recrutement : quand l’IA infère des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "recrutement-ia-inference-criteres-non-declares",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/recrutement-ia-inference-criteres-non-declares/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Réduire l’espace d’erreur des systèmes algorithmiques",
    "description": "Pourquoi l’architecture sémantique vise à réduire l’espace d’erreur des moteurs et des IA, et non à corriger les erreurs après coup.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "reduire-espace-erreur",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/reduire-espace-erreur/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Réduire l’inférence libre : comment les surfaces gouvernées bornent l’interprétation",
    "description": "Pourquoi les surfaces gouvernées ne contrôlent pas les systèmes, mais réduisent l’espace de plausibilité libre et rendent les dérives plus auditables.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "surfaces-gouvernees-bornent-interpretation",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/reduire-l-inference-libre-surfaces-gouvernees/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Rendre la gouvernance mesurable : Q-Metrics",
    "description": "Rendre la gouvernance mesurable : Q-Metrics analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rendre-la-gouvernance-mesurable-q-metrics",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/rendre-la-gouvernance-mesurable-q-metrics/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Réputation et signaux faibles : comment les IA arbitrent sans vérité centrale",
    "description": "Réputation et signaux faibles : comment… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "reputation-signaux-faibles",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/reputation-signaux-faibles/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Requêtes fan-out et sélection des sources IA",
    "description": "Les requêtes fan-out expliquent pourquoi les systèmes de réponse IA peuvent sélectionner des sources au-delà de la requête visible et du premier résultat direct.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "fan-out-queries-ai-source-selection",
    "url": "https://gautierdorval.com/blogue/seo-avance/requetes-fan-out-selection-sources-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Pourquoi Responsible AI ne rend pas une réponse opposable",
    "description": "Pourquoi Responsible AI ne rend pas une… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "responsible-ai-ne-rend-pas-opposable",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/responsible-ai-ne-rend-pas-opposable/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le piège des fonctions « résume-moi » : l’attaque par mélange des rôles",
    "description": "Le piège des fonctions « résume-moi »… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "resume-fonctions-surface-attaque",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/resume-fonctions-surface-attaque/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le retour du HTML comme infrastructure de confiance",
    "description": "À l’ère agentique, le HTML sémantique redevient une infrastructure de confiance parce qu’il déclare les rôles, les actions et les relations.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "html-as-trust-infrastructure",
    "url": "https://gautierdorval.com/blogue/ere-agentique/retour-html-infrastructure-confiance/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Le retrieval multi-hop : pourquoi certaines sources ne se classent pas, mais structurent les réponses IA",
    "description": "Le retrieval multi-hop : pourquoi… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "retrieval-multi-hop-sources-structurent-reponses-ia",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/retrieval-multi-hop-sources-structurent-reponses-ia/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "RH : quand une inférence IA devient un risque de discrimination",
    "description": "RH : quand une inférence IA devient un… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "rh-inference-ia-risque-discrimination",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/rh-inference-ia-risque-discrimination/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Risque de source connue et citations fantômes",
    "description": "Le risque de source connue apparaît lorsque des systèmes IA s’appuient sur des modèles de sources mémorisés, périmés ou reconstruits plutôt que sur l’autorité actuelle de la source.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "known-source-risk-phantom-citations",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/risque-source-connue-citations-fantomes/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Robots, crawlers IA et accessibilité citationnelle",
    "description": "Comment les directives robots, l’accès crawler et les contrôles d’aperçu influencent la récupération ou la citation d’une source par les systèmes IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "robots-ai-crawlers-citation-accessibility",
    "url": "https://gautierdorval.com/blogue/seo-avance/robots-crawlers-ia-accessibilite-citationnelle/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Runbook & ops : du log au snapshot, sans fuite et sans dérive",
    "description": "Runbook & ops : du log au snapshot, sans… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "runbook-ops-du-log-au-snapshot",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/runbook-ops-du-log-au-snapshot/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Intégrations SaaS confondues avec des fonctions natives : quand le périmètre se dilate",
    "description": "Intégrations SaaS confondues avec des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-integrations-confusion-natif-tierce",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-integrations-confusion-natif-tierce/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Périmètre fonctionnel SaaS : quand la promesse dérive sous interprétation",
    "description": "Périmètre fonctionnel SaaS : quand la… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-perimetre-fonctionnel-derive-promesse",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-perimetre-fonctionnel-derive-promesse/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Plans tarifaires SaaS confondus avec des capacités : quand le pricing redéfinit le produit",
    "description": "Plans tarifaires SaaS confondus avec des… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-plans-tarifaires-confondus-capacites",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-plans-tarifaires-confondus-capacites/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "SaaS réduit à une seule fonctionnalité : quand l’IA écrase la proposition de valeur",
    "description": "SaaS réduit à une seule fonctionnalité… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "saas-reduction-offre-a-une-fonction-unique",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-reduction-offre-a-une-fonction-unique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Santé : quand l’IA comble les vides et crée une fausse certitude",
    "description": "Santé : quand l’IA comble les vides et… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sante-ia-comble-vides-fausse-certitude",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/sante-ia-comble-vides-fausse-certitude/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Schema conflictuel : quand les données structurées s’annulent ou se contredisent",
    "description": "Schema conflictuel : quand les données… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "schema-conflictuel-donnees-structurees-contradictoires",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/schema-conflictuel-donnees-structurees-contradictoires/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le SEO n’a pas disparu, il a changé de nature",
    "description": "Analyse de l’évolution du SEO dans un web interprété par les moteurs de recherche et les systèmes d’IA. Comprendre ce qui change réellement.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seo-a-change-de-nature",
    "url": "https://gautierdorval.com/blogue/seo-avance/seo-a-change-de-nature/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Du SEO au design des conditions de lecture",
    "description": "Le SEO reste une base structurelle. Mais dans le web interprété, l’avantage se déplace vers le design des conditions de lecture et de reconstruction.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seo-design-conditions-lecture",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/du-seo-au-design-des-conditions-de-lecture/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "SEO par mots-clés vs SEO par entités",
    "description": "Pourquoi l’approche par entités structure mieux la compréhension que le SEO centré sur les mots-clés, dans un web interprété par moteurs et IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seo-mots-cles-vs-entites",
    "url": "https://gautierdorval.com/blogue/seo-avance/seo-mots-cles-vs-entites/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Série complète : gouvernance interprétative",
    "description": "Carte de lecture et assemblage complet de la série : phénomènes, autorité, preuve, environnements et soutenabilité.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "serie-gouvernance-interpretative",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/serie-gouvernance-interpretative/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Services professionnels confondus avec expertise universelle : quand le périmètre se dilue",
    "description": "Services professionnels confondus avec… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "services-professionnels-confusion-expertise-perimetre",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/services-professionnels-confusion-expertise-perimetre/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Services publics : quand l’IA transforme l’éligibilité en vérité binaire",
    "description": "Services publics : quand l’IA transforme… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "services-publics-ia-eligibilite-verite-binaire",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/services-publics-ia-eligibilite-verite-binaire/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le seuil de gouvernabilité : à partir de quand un site devient interprétable sans dérive",
    "description": "Modèle à niveaux pour évaluer si une architecture SEO permet de stabiliser l’interprétation par les systèmes génératifs, avec critères, symptômes et limites.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "seuil-de-gouvernabilite",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/seuil-de-gouvernabilite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Silence canonique et non-réponse légitime : la sortie correcte, c’est parfois « je ne sais pas »",
    "description": "Pourquoi l’absence de réponse peut être la sortie correcte en IA. Silence canonique, non-réponse légitime, frontières d’autorité et conditions de réponse.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silence-canonique-non-reponse-legitime",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/silence-canonique-non-reponse-legitime/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le silence informationnel : quand la non-réponse devrait être la seule réponse légitime",
    "description": "Le silence informationnel : quand la… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silence-informationnel-non-reponse-legitime",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/silence-informationnel-non-reponse-legitime/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le silence informationnel : quand l’absence de données devient un signal négatif",
    "description": "Le silence informationnel : quand… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silence-informationnel-signal-negatif",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/silence-informationnel-signal-negatif/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi les silos, cocons et FAQ ne servent plus seulement à ranker, mais à stabiliser le sens",
    "description": "Pourquoi les silos, cocons et FAQ ne… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "silos-cocons-faq-stabiliser-le-sens",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/silos-cocons-faq-stabiliser-le-sens/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand le site officiel reste visible, mais que les tiers structurants gouvernent encore la réponse",
    "description": "Quand le site officiel reste visible, mais… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "official-site-visible-structuring-third-parties-response",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/site-officiel-visible-tiers-structurants-reponse/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Sources crédibles contradictoires",
    "description": "Sources crédibles contradictoires analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sources-credibles-contradictoires",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/sources-credibles-contradictoires/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Quand deux sources crédibles se contredisent : comment les IA choisissent malgré tout",
    "description": "Quand deux sources crédibles se… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "sources-credibles-contradictoires-choix-ia",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/sources-credibles-contradictoires-choix-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Soutenabilité interprétative : budget de correction et discipline de version",
    "description": "Rendre une vérité maintenable dans le temps. Budget de correction, discipline de version, observabilité et réduction de dette interprétative.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "soutenabilite-interpretative-budget-correction",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/soutenabilite-interpretative-budget-correction/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi la stabilité des réponses IA est devenue un enjeu stratégique",
    "description": "Pourquoi la stabilité des réponses IA est… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "stabilite-des-reponses-ia",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/stabilite-des-reponses-ia/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Pourquoi la stabilité visuelle devient une condition d’action machine",
    "description": "La stabilité visuelle n’est plus seulement une métrique UX : elle devient une condition d’action fiable pour les agents qui s’appuient sur les repères spatiaux.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "visual-stability-machine-action",
    "url": "https://gautierdorval.com/blogue/ere-agentique/stabilite-visuelle-condition-action-machine/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Structurer, c’est exclure",
    "description": "Pourquoi toute structure informationnelle implique des exclusions, et comment ces frontières conditionnent l’interprétation des moteurs et des IA.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "structurer-cest-exclure",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/structurer-cest-exclure/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Structurer une page pour les citations IA sans affaiblir la gouvernance",
    "description": "Une structure de page machine-first pour améliorer la préparation aux citations IA sans transformer chaque page en surface suroptimisée.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "structure-page-ai-citations-without-weakening-governance",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/structure-page-ai-citations-without-weakening-governance/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Substitution de source dans les réponses IA",
    "description": "Comment les systèmes IA peuvent remplacer la source canonique par une source plus faible, ancienne ou dérivée tout en produisant une réponse plausible.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "source-substitution-in-ai-answers",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/substitution-source-dans-reponses-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Support client : quand une réponse IA engage l’entreprise sans autorité",
    "description": "Support client : quand une réponse IA… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "support-client-ia-engagement-entreprise",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/support-client-ia-engagement-entreprise/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Synchronisation des signaux : réduire les contradictions on-site / off-site",
    "description": "Synchronisation des signaux : réduire les… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "synchronisation-signaux-reduire-contradictions-onsite-offsite",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/synchronisation-signaux-reduire-contradictions-onsite-offsite/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le syndrome de l’expert par défaut : comment une proximité sémantique crée une expertise fictive",
    "description": "Le syndrome de l’expert par défaut… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "syndrome-expert-par-defaut-proximite-semantique",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/syndrome-expert-par-defaut-proximite-semantique/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Système de renvois canoniques : relier phénomène → cartographie → doctrine",
    "description": "Système de renvois canoniques : relier… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "systeme-de-renvois-canoniques",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/systeme-de-renvois-canoniques/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Temporalité et obsolescence : quand l’ancien persiste dans l’interprétation",
    "description": "Temporalité et obsolescence : quand… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "temporalite-obsolescence-quand-l-ancien-persiste",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/temporalite-obsolescence-quand-l-ancien-persiste/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Trace d’interprétation : rendre une réponse auditable sans exposer la boîte noire",
    "description": "Comment rendre une réponse IA auditables sans révéler l’architecture interne du modèle. Traçabilité, fidélité et gouvernance interprétative.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "trace-interpretation-auditabilite",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/trace-interpretation-auditabilite/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Transparence générative : quand déclarer ne suffit plus à gouverner l’interprétation",
    "description": "Transparence générative : quand déclarer… analyse un signal interprétatif lié à la visibilité IA, à la gouvernance sémantique, à l’autorité ou à la preuve.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "transparence-generative-article-50-declaration-gouvernee",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/transparence-generative-article-50-declaration-gouvernee/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Validation humaine de façade : pourquoi l’approbation finale ne suffit plus",
    "description": "En agentique, l’humain qui approuve en bout de chaîne ne reprend pas forcément la décision. Souvent, il avalise un cadrage déjà produit.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "validation-humaine-de-facade",
    "url": "https://gautierdorval.com/blogue/ere-agentique/validation-humaine-de-facade/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "La visibilité IA ne suffit plus : il faut mesurer la stabilité de perception",
    "description": "Pourquoi la présence dans les réponses IA ne suffit pas si la marque, l’entité ou la doctrine est reconstruite selon un mauvais cadre.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "ai-visibility-is-not-enough-perception-stability",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/visibilite-ia-ne-suffit-plus-stabilite-perception/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Le Web agentique : pourquoi les sites ne seront plus seulement lus, mais manipulés",
    "description": "Le Web agentique transforme le site en environnement d’action : les agents ne lisent plus seulement les pages, ils tentent de les parcourir et de les manipuler.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "agentic-web-sites-read-manipulated",
    "url": "https://gautierdorval.com/blogue/ere-agentique/web-agentique-sites-lus-manipules/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Web ouvert vs environnements fermés : la gouvernance ne se déploie pas pareil",
    "description": "Pourquoi la gouvernance interprétative n’a pas les mêmes leviers sur le Web ouvert, en RAG fermé ou en agentique. Surfaces d’action, risques et preuves.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "web-ouvert-vs-environnements-fermes",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/web-ouvert-vs-environnements-fermes/",
    "updated": "2026-03-08T00:00:00.000Z"
  },
  {
    "title": "Le prochain web sera aussi un web de préséance déclarée",
    "description": "Le web interprété ne se contente plus de publier des pages. Il commence à publier des régimes de lecture, de préséance et de bornes.",
    "lang": "fr",
    "collection": "blog",
    "documentType": "article",
    "translationKey": "web-presedence-declaree-conditions-lecture",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/web-presedence-declaree-conditions-lecture/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Accessibility Tree",
    "description": "The Accessibility Tree exposes roles, names, states, and relationships in an interface, making it an action map for agents.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "accessibility-tree",
    "url": "https://gautierdorval.com/en/definitions/accessibility-tree/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Accountability surface",
    "description": "Accountability surface defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-accountability-surface",
    "url": "https://gautierdorval.com/en/definitions/accountability-surface/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Agentic",
    "description": "Agentic defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentique",
    "url": "https://gautierdorval.com/en/definitions/agentic/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Agentic memory",
    "description": "Canonical definition of agentic memory: persisted, reusable state that can guide later AI responses, tool calls, delegations, or actions.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-memory",
    "url": "https://gautierdorval.com/en/definitions/agentic-memory/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Agentic navigability",
    "description": "Agentic navigability measures an AI agent’s ability to understand, traverse, and manipulate a web interface without operational ambiguity.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-navigability",
    "url": "https://gautierdorval.com/en/definitions/agentic-navigability/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Agentic response conditions",
    "description": "Agentic response conditions defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-response-conditions",
    "url": "https://gautierdorval.com/en/definitions/agentic-response-conditions/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Agentic risk",
    "description": "Agentic risk defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-risk",
    "url": "https://gautierdorval.com/en/definitions/agentic-risk/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Agentic web",
    "description": "The agentic web is the regime in which a website becomes an interpretable, navigable, and actionable environment for AI agents.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-web",
    "url": "https://gautierdorval.com/en/definitions/agentic-web/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "AI answer audit: canonical definition",
    "description": "Canonical bridge definition of AI answer audit: the structured review of generated answers against canon, source hierarchy, proof, and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-answer-audit",
    "url": "https://gautierdorval.com/en/definitions/ai-answer-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI brand representation",
    "description": "Canonical definition of AI brand representation: the way AI systems reconstruct, summarize, compare, or recommend a brand from available sources and signals.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-brand-representation",
    "url": "https://gautierdorval.com/en/definitions/ai-brand-representation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI brand representation audit: canonical definition",
    "description": "AI brand representation audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-brand-representation-audit",
    "url": "https://gautierdorval.com/en/definitions/ai-brand-representation-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI citation analysis: canonical definition",
    "description": "AI citation analysis defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-ai-citation-analysis",
    "url": "https://gautierdorval.com/en/definitions/ai-citation-analysis/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI citation readiness",
    "description": "AI citation readiness defines whether a source is accessible, retrievable, extractable, citable and governable in AI-mediated answers.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-citation-readiness",
    "url": "https://gautierdorval.com/en/definitions/ai-citation-readiness/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI citation tracking",
    "description": "AI citation tracking defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-citation-tracking",
    "url": "https://gautierdorval.com/en/definitions/ai-citation-tracking/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI citation tracking audit: canonical definition",
    "description": "AI citation tracking audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-citation-tracking-audit",
    "url": "https://gautierdorval.com/en/definitions/ai-citation-tracking-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI disambiguation",
    "description": "AI disambiguation defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "desambiguisation-ia",
    "url": "https://gautierdorval.com/en/definitions/ai-disambiguation/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "AI governance JSON",
    "description": "AI governance JSON defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-governance-json",
    "url": "https://gautierdorval.com/en/definitions/ai-governance-json/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "AI manifest",
    "description": "AI manifest defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-manifest",
    "url": "https://gautierdorval.com/en/definitions/ai-manifest/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "AI perception baseline",
    "description": "Canonical definition of an AI perception baseline, the documented initial state that makes it possible to measure perception drift over time.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-perception-baseline",
    "url": "https://gautierdorval.com/en/definitions/ai-perception-baseline/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI perception drift",
    "description": "Canonical definition of AI perception drift, meaning the change in representation produced by generative systems around an entity, brand, offer, or doctrine.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-perception-drift",
    "url": "https://gautierdorval.com/en/definitions/ai-perception-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI perception stability",
    "description": "Canonical definition of AI perception stability, the capacity of an entity to be reconstructed faithfully, consistently, and without contradiction by several generative systems.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-perception-stability",
    "url": "https://gautierdorval.com/en/definitions/ai-perception-stability/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI-ready content block",
    "description": "An AI-ready content block is a visible, self-contained section designed to be retrieved, extracted and cited without losing scope or source hierarchy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-ready-content-block",
    "url": "https://gautierdorval.com/en/definitions/ai-ready-content-block/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI-ready structure",
    "description": "AI-ready structure describes page organization that makes important passages easier to retrieve, extract and evaluate without losing scope.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-ready-structure",
    "url": "https://gautierdorval.com/en/definitions/ai-ready-structure/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI representation drift",
    "description": "Canonical definition of AI representation drift, the variation in the portrait reconstructed by generative systems before a perception effect is even observed.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-representation-drift",
    "url": "https://gautierdorval.com/en/definitions/ai-representation-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI search monitoring: canonical definition",
    "description": "AI search monitoring defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-ai-search-monitoring",
    "url": "https://gautierdorval.com/en/definitions/ai-search-monitoring/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI search optimization",
    "description": "AI search optimization defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-search-optimization",
    "url": "https://gautierdorval.com/en/definitions/ai-search-optimization/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI search optimization audit: canonical definition",
    "description": "AI search optimization audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-search-optimization-audit",
    "url": "https://gautierdorval.com/en/definitions/ai-search-optimization-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI source mapping: canonical definition",
    "description": "AI source mapping defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-ai-source-mapping",
    "url": "https://gautierdorval.com/en/definitions/ai-source-mapping/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "AI visibility audit: canonical definition",
    "description": "AI visibility audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-visibility-audit",
    "url": "https://gautierdorval.com/en/definitions/ai-visibility-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Answer legitimacy",
    "description": "Canonical definition of answer legitimacy: the conditions that determine whether an AI system should answer, qualify, refuse, escalate or expose uncertainty.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-answer-legitimacy",
    "url": "https://gautierdorval.com/en/definitions/answer-legitimacy/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Answer-ready passage",
    "description": "An answer-ready passage is a self-contained section designed to support a specific answer without losing scope, date, source role or exclusion.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-answer-ready-passage",
    "url": "https://gautierdorval.com/en/definitions/answer-ready-passage/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Arbitration",
    "description": "Canonical definition of arbitration: the mechanism by which a system chooses, exposes or refuses between competing interpretations, sources or response paths.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-arbitration",
    "url": "https://gautierdorval.com/en/definitions/arbitration/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Authority boundary",
    "description": "Authority boundary defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "frontiere-autorite",
    "url": "https://gautierdorval.com/en/definitions/authority-boundary/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Authority conflict",
    "description": "Authority conflict defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "conflit-autorite",
    "url": "https://gautierdorval.com/en/definitions/authority-conflict/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Authority Governance (Layer 3)",
    "description": "Authority Governance (Layer 3) defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "authority-governance-layer-3",
    "url": "https://gautierdorval.com/en/definitions/authority-governance-layer-3/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Authority ordering",
    "description": "Authority ordering defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-authority-ordering",
    "url": "https://gautierdorval.com/en/definitions/authority-ordering/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Brand visibility in ChatGPT",
    "description": "Brand visibility in ChatGPT defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "brand-visibility-in-chatgpt",
    "url": "https://gautierdorval.com/en/definitions/brand-visibility-in-chatgpt/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Brand visibility in ChatGPT audit: canonical definition",
    "description": "Brand visibility in ChatGPT audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-brand-visibility-in-chatgpt-audit",
    "url": "https://gautierdorval.com/en/definitions/brand-visibility-in-chatgpt-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Canon maintenance",
    "description": "Canon maintenance defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-canon-maintenance",
    "url": "https://gautierdorval.com/en/definitions/canon-maintenance/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Canon-output gap",
    "description": "Canon-output gap defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ecart-canon-sortie",
    "url": "https://gautierdorval.com/en/definitions/canon-output-gap/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Canonical fragility",
    "description": "Canonical fragility defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "fragilite-canonique",
    "url": "https://gautierdorval.com/en/definitions/canonical-fragility/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Canonical refresh cycle",
    "description": "Canonical refresh cycle defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-canonical-refresh-cycle",
    "url": "https://gautierdorval.com/en/definitions/canonical-refresh-cycle/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Canonical silence",
    "description": "Canonical silence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "silence-canonique",
    "url": "https://gautierdorval.com/en/definitions/canonical-silence/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Canonical source",
    "description": "Canonical source defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-canonical-source",
    "url": "https://gautierdorval.com/en/definitions/canonical-source/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Canonical surface",
    "description": "Canonical surface defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-canonical-surface",
    "url": "https://gautierdorval.com/en/definitions/canonical-surface/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Category drift",
    "description": "Canonical definition of category drift, where AI systems place an entity in the wrong market, the wrong neighborhood, or an overly generic class.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "category-drift",
    "url": "https://gautierdorval.com/en/definitions/category-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Challenge path",
    "description": "Challenge path defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-challenge-path",
    "url": "https://gautierdorval.com/en/definitions/challenge-path/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Chunk authority",
    "description": "Canonical definition of chunk authority: the limited authority carried by a retrieved passage or fragment within its source, perimeter, and context.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "chunk-authority",
    "url": "https://gautierdorval.com/en/definitions/chunk-authority/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Citability",
    "description": "Citability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "citability",
    "url": "https://gautierdorval.com/en/definitions/citability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Citability audit: canonical definition",
    "description": "Citability audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-citability-audit",
    "url": "https://gautierdorval.com/en/definitions/citability-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Citation accessibility",
    "description": "Citation accessibility is the condition in which a source and its useful passages can be reached, rendered and reused by systems expected to cite them.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-accessibility",
    "url": "https://gautierdorval.com/en/definitions/citation-accessibility/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citation fidelity",
    "description": "Citation fidelity evaluates whether a displayed citation actually supports and constrains the claim made by an AI-mediated answer.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-fidelity",
    "url": "https://gautierdorval.com/en/definitions/citation-fidelity/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citation-output gap",
    "description": "Citation-output gap names the mismatch between what a cited source supports and what an AI answer actually says.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-output-gap",
    "url": "https://gautierdorval.com/en/definitions/citation-output-gap/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citation persistence",
    "description": "Citation persistence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "persistance-citationnelle",
    "url": "https://gautierdorval.com/en/definitions/citation-persistence/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Citation quality",
    "description": "Citation quality is the diagnostic value of a citation based on support strength, source role, freshness, legitimacy and fidelity to the claim.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-quality",
    "url": "https://gautierdorval.com/en/definitions/citation-quality/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citation readiness audit",
    "description": "A citation readiness audit evaluates whether a source can be accessed, retrieved, extracted, cited and governed before citation tracking begins.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-readiness-audit",
    "url": "https://gautierdorval.com/en/definitions/citation-readiness-audit/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citation role",
    "description": "Citation role classifies what a displayed citation actually does inside an AI-generated answer.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-role",
    "url": "https://gautierdorval.com/en/definitions/citation-role/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citation stability",
    "description": "Citation stability is the persistence of citation patterns across prompts, systems, languages, locations and time.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-stability",
    "url": "https://gautierdorval.com/en/definitions/citation-stability/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Commitment boundary",
    "description": "Commitment boundary defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-commitment-boundary",
    "url": "https://gautierdorval.com/en/definitions/commitment-boundary/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Comparative audits: canonical definition",
    "description": "Comparative audits defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-comparative-audits",
    "url": "https://gautierdorval.com/en/definitions/comparative-audits/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Compliance drift",
    "description": "Compliance drift defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "derive-conformite",
    "url": "https://gautierdorval.com/en/definitions/compliance-drift/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Contestability",
    "description": "Contestability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-contestability",
    "url": "https://gautierdorval.com/en/definitions/contestability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Controlled forgetting",
    "description": "Controlled forgetting defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "controlled-forgetting",
    "url": "https://gautierdorval.com/en/definitions/controlled-forgetting/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Corpus admissibility",
    "description": "Corpus admissibility defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "corpus-admissibility",
    "url": "https://gautierdorval.com/en/definitions/corpus-admissibility/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Correction backlog",
    "description": "Correction backlog defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-correction-backlog",
    "url": "https://gautierdorval.com/en/definitions/correction-backlog/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Correction budget",
    "description": "Correction budget defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "correction-budget",
    "url": "https://gautierdorval.com/en/definitions/correction-budget/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Correction resorption",
    "description": "Correction resorption defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "correction-resorption",
    "url": "https://gautierdorval.com/en/definitions/correction-resorption/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Cross-layer transactional coherence",
    "description": "Cross-layer transactional coherence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "cross-layer-transactional-coherence",
    "url": "https://gautierdorval.com/en/definitions/cross-layer-transactional-coherence/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Cross-model drift",
    "description": "Canonical definition of cross-model drift, where several AI systems reconstruct the same entity, offer, person, brand, or doctrine differently.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "cross-model-drift",
    "url": "https://gautierdorval.com/en/definitions/cross-model-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Cross-system coherence",
    "description": "Cross-system coherence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "cross-system-coherence",
    "url": "https://gautierdorval.com/en/definitions/cross-system-coherence/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Default inference",
    "description": "Default inference defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-default-inference",
    "url": "https://gautierdorval.com/en/definitions/default-inference/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Defensible inference",
    "description": "Canonical definition of defensible inference: bounded inference that can be reconstructed and challenged.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-defensible-inference",
    "url": "https://gautierdorval.com/en/definitions/defensible-inference/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Defined authority",
    "description": "Defined authority defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-definie",
    "url": "https://gautierdorval.com/en/definitions/defined-authority/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Delegated action",
    "description": "Delegated action defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "delegated-action",
    "url": "https://gautierdorval.com/en/definitions/delegated-action/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Delegated meaning",
    "description": "Delegated meaning defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "delegated-meaning",
    "url": "https://gautierdorval.com/en/definitions/delegated-meaning/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Deprecation discipline",
    "description": "Deprecation discipline defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-deprecation-discipline",
    "url": "https://gautierdorval.com/en/definitions/deprecation-discipline/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Discovery surface",
    "description": "A discovery surface helps machines or readers find relevant routes, but does not itself govern interpretation or prove a claim.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-discovery-surface",
    "url": "https://gautierdorval.com/en/definitions/discovery-surface/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Distributed interpretive authority governance",
    "description": "Distributed interpretive authority governance defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-autorite-interpretative-distribuee",
    "url": "https://gautierdorval.com/en/definitions/distributed-interpretive-authority-governance/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Documentary architecture",
    "description": "Documentary architecture defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-documentary-architecture",
    "url": "https://gautierdorval.com/en/definitions/documentary-architecture/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Documentary chain",
    "description": "Canonical definition of documentary chain: the sequence linking canonical sources, retrieval, provenance, evidence, versioning, and answer construction.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "documentary-chain",
    "url": "https://gautierdorval.com/en/definitions/documentary-chain/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Drift detection: canonical definition",
    "description": "Drift detection defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-drift-detection",
    "url": "https://gautierdorval.com/en/definitions/drift-detection/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Durable interpretive presence",
    "description": "Durable interpretive presence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-durable-interpretive-presence",
    "url": "https://gautierdorval.com/en/definitions/durable-interpretive-presence/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Early machine visibility",
    "description": "Early machine visibility defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "visibilite-machine-precoce",
    "url": "https://gautierdorval.com/en/definitions/early-machine-visibility/",
    "updated": "2026-03-24T00:00:00.000Z"
  },
  {
    "title": "Endogenous governance",
    "description": "Endogenous governance defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-endogene",
    "url": "https://gautierdorval.com/en/definitions/endogenous-governance/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Enforceability",
    "description": "Enforceability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-enforceability",
    "url": "https://gautierdorval.com/en/definitions/enforceability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Entity collision",
    "description": "Entity collision defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "entity-collision",
    "url": "https://gautierdorval.com/en/definitions/entity-collision/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Entity disambiguation: canonical definition",
    "description": "Entity disambiguation defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "entity-disambiguation",
    "url": "https://gautierdorval.com/en/definitions/entity-disambiguation/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Entity graph",
    "description": "Entity graph defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-entity-graph",
    "url": "https://gautierdorval.com/en/definitions/entity-graph/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Evidence layer: canonical definition",
    "description": "Evidence layer defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-evidence-layer",
    "url": "https://gautierdorval.com/en/definitions/evidence-layer/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Execution boundary",
    "description": "Execution boundary defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "execution-boundary",
    "url": "https://gautierdorval.com/en/definitions/execution-boundary/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Exogenous governance (short definition)",
    "description": "Exogenous governance (short definition) defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-exogene",
    "url": "https://gautierdorval.com/en/definitions/exogenous-governance/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "External Authority Control (EAC): canonical definition",
    "description": "External Authority Control (EAC). Canonical definition within interpretive governance, semantic architecture, and AI systems.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "external-authority-control",
    "url": "https://gautierdorval.com/en/definitions/external-authority-control/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "External coherence graph",
    "description": "The external coherence graph designates the mapping of public signals that frame how an entity is interpreted by AI systems in the open web.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "graphe-coherence-externe",
    "url": "https://gautierdorval.com/en/definitions/external-coherence-graph/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Extractability",
    "description": "Extractability is the capacity of a passage, claim or page section to be segmented and reused without losing its meaning.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-extractability",
    "url": "https://gautierdorval.com/en/definitions/extractability/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Fan-out query",
    "description": "A fan-out query is a sub-query generated or implied by an AI answer system to ground a broader user question.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-fan-out-query",
    "url": "https://gautierdorval.com/en/definitions/fan-out-query/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Framing stability",
    "description": "Framing stability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "framing-stability",
    "url": "https://gautierdorval.com/en/definitions/framing-stability/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Free inference",
    "description": "Canonical definition of free inference: model inference that goes beyond the retrieved or authorized corpus without an explicit governance basis.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-free-inference",
    "url": "https://gautierdorval.com/en/definitions/free-inference/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Generative engine optimization",
    "description": "Generative engine optimization defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "generative-engine-optimization",
    "url": "https://gautierdorval.com/en/definitions/generative-engine-optimization/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Generative engine optimization audit: canonical definition",
    "description": "Generative engine optimization audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-generative-engine-optimization-audit",
    "url": "https://gautierdorval.com/en/definitions/generative-engine-optimization-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "GEO metrics",
    "description": "GEO metrics defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "geo-metrics",
    "url": "https://gautierdorval.com/en/definitions/geo-metrics/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Global exclusions",
    "description": "Global exclusions defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-global-exclusions",
    "url": "https://gautierdorval.com/en/definitions/global-exclusions/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Governed negation",
    "description": "Governed negation designates a canonical property where an entity, corpus, or system explicitly declares what is not true, not covered, or must not be inferred.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "negation-gouvernee",
    "url": "https://gautierdorval.com/en/definitions/governed-negation/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Independent reporting",
    "description": "Independent reporting defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-independent-reporting",
    "url": "https://gautierdorval.com/en/definitions/independent-reporting/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Indeterminacy",
    "description": "Indeterminacy defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-indeterminacy",
    "url": "https://gautierdorval.com/en/definitions/indeterminacy/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Inference boundary",
    "description": "Canonical definition of inference boundary: the declared perimeter inside which a system may infer without crossing into unauthorized completion.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-inference-boundary",
    "url": "https://gautierdorval.com/en/definitions/inference-boundary/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Inference prohibition",
    "description": "Inference prohibition defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-inference-prohibition",
    "url": "https://gautierdorval.com/en/definitions/inference-prohibition/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Inferred authority",
    "description": "Inferred authority defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-inferee",
    "url": "https://gautierdorval.com/en/definitions/inferred-authority/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Interpretability perimeter",
    "description": "Interpretability perimeter defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "perimetre-interpretabilite",
    "url": "https://gautierdorval.com/en/definitions/interpretability-perimeter/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretable interface",
    "description": "An interpretable interface clearly exposes its visual, structural, and programmatic intentions so that an agent or human can understand available actions.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "interpretable-interface",
    "url": "https://gautierdorval.com/en/definitions/interpretable-interface/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Interpretation integrity audit",
    "description": "Interpretation integrity audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "audit-integrite-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretation-integrity-audit/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Interpretation trace",
    "description": "Interpretation trace defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "trace-interpretation",
    "url": "https://gautierdorval.com/en/definitions/interpretation-trace/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive 404: canonical definition",
    "description": "An interpretive 404 is a 404 response produced by a non-existent but plausible URL, revealing a documentary expectation rather than a simple broken link.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "404-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-404/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive auditability",
    "description": "Interpretive auditability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-auditability",
    "url": "https://gautierdorval.com/en/definitions/interpretive-auditability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive authority",
    "description": "The legitimate locus from which the meaning of a statement, entity, doctrine, state, policy, or public claim may be defined, bounded, corrected, or suspended.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-authority/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Interpretive capture",
    "description": "Interpretive capture defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "capture-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-capture/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive collision",
    "description": "Interpretive collision defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "collision-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-collision/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive debt",
    "description": "Interpretive debt defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "dette-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-debt/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive drift",
    "description": "Interpretive drift defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "interpretive-drift",
    "url": "https://gautierdorval.com/en/definitions/interpretive-drift/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Interpretive error space",
    "description": "Interpretive error space defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-error-space",
    "url": "https://gautierdorval.com/en/definitions/interpretive-error-space/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive evidence",
    "description": "Interpretive evidence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "interpretive-evidence",
    "url": "https://gautierdorval.com/en/definitions/interpretive-evidence/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Interpretive fidelity",
    "description": "Interpretive fidelity defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-fidelity",
    "url": "https://gautierdorval.com/en/definitions/interpretive-fidelity/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive governance: canonical definition",
    "description": "Interpretive governance defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-governance/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive hallucination",
    "description": "Interpretive hallucination defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "hallucination-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-hallucination/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive inertia",
    "description": "Interpretive inertia designates an AI system's resistance to modifying an already stabilized interpretation, even after canon correction or clarification.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "inertie-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-inertia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive invisibilization",
    "description": "Interpretive invisibilization defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "invisibilisation-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-invisibilization/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive legitimacy",
    "description": "Canonical definition of interpretive legitimacy: the conditions under which an AI interpretation may be produced, assumed, cited or relied upon.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-legitimacy",
    "url": "https://gautierdorval.com/en/definitions/interpretive-legitimacy/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive maintenance",
    "description": "Interpretive maintenance defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-interpretive-maintenance",
    "url": "https://gautierdorval.com/en/definitions/interpretive-maintenance/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive observability",
    "description": "Interpretive observability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "observabilite-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-observability/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Interpretive perimeter",
    "description": "Interpretive perimeter defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-perimeter",
    "url": "https://gautierdorval.com/en/definitions/interpretive-perimeter/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Interpretive remanence",
    "description": "Interpretive remanence designates the persistence of an old interpretation in AI outputs, even after the canon has been corrected, clarified, or updated.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "remanence-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-remanence/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive risk",
    "description": "Interpretive risk defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-risk",
    "url": "https://gautierdorval.com/en/definitions/interpretive-risk/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive risk assessment: canonical definition",
    "description": "Interpretive risk assessment defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-interpretive-risk-assessment",
    "url": "https://gautierdorval.com/en/definitions/interpretive-risk-assessment/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive SEO: canonical definition",
    "description": "Interpretive SEO defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "seo-interpretatif",
    "url": "https://gautierdorval.com/en/definitions/interpretive-seo/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive SEO vs Entity SEO vs GEO vs AEO",
    "description": "Interpretive SEO vs Entity SEO vs GEO vs AEO defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "seo-interpretatif-entity-seo-geo-aeo",
    "url": "https://gautierdorval.com/en/definitions/interpretive-seo-vs-entity-seo-vs-geo-vs-aeo/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Interpretive smoothing",
    "description": "Interpretive smoothing defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "lissage-interpretatif",
    "url": "https://gautierdorval.com/en/definitions/interpretive-smoothing/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive sustainability",
    "description": "Interpretive sustainability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "soutenabilite-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-sustainability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive tail",
    "description": "The interpretive trail designates the transitory state where a canonical correction begins producing effects, but incompletely, irregularly, or contextually.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "trainee-interpretative",
    "url": "https://gautierdorval.com/en/definitions/interpretive-trail/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Known-source risk",
    "description": "Known-source risk is the risk that an AI system relies on a source it believes it knows, including stale or reconstructed URLs.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-known-source-risk",
    "url": "https://gautierdorval.com/en/definitions/known-source-risk/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Latent documentary surface: canonical definition",
    "description": "A latent documentary surface is an unpublished page or content surface suggested by the conceptual structure of a corpus.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "surface-documentaire-latente",
    "url": "https://gautierdorval.com/en/definitions/latent-documentary-surface/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Legitimate non-response: canonical definition",
    "description": "Legitimate non-response defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "non-reponse-legitime",
    "url": "https://gautierdorval.com/en/definitions/legitimate-non-response/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Liability reduction",
    "description": "Liability reduction defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-liability-reduction",
    "url": "https://gautierdorval.com/en/definitions/liability-reduction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "LLM perception drift",
    "description": "Canonical definition of LLM perception drift, the change in how large language models reconstruct, describe, classify, or recommend an entity.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "llm-perception-drift",
    "url": "https://gautierdorval.com/en/definitions/llm-perception-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "LLM perception drift audit",
    "description": "Canonical definition of an LLM perception drift audit, an observation protocol comparing canon, generative outputs, models, and representation trajectories.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "llm-perception-drift-audit",
    "url": "https://gautierdorval.com/en/definitions/llm-perception-drift-audit/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "LLM visibility",
    "description": "LLM visibility defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "llm-visibility",
    "url": "https://gautierdorval.com/en/definitions/llm-visibility/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "LLM visibility audit: canonical definition",
    "description": "LLM visibility audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-llm-visibility-audit",
    "url": "https://gautierdorval.com/en/definitions/llm-visibility-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Machine-first artifacts",
    "description": "Machine-first artifacts defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-first-artifacts",
    "url": "https://gautierdorval.com/en/definitions/machine-first-artifacts/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Machine-first canon",
    "description": "Machine-first canon defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-first-canon",
    "url": "https://gautierdorval.com/en/definitions/machine-first-canon/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Machine-first routing",
    "description": "Machine-first routing defines how pages, definitions, services and artifacts guide automated readers toward the right source for the right claim.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-first-routing",
    "url": "https://gautierdorval.com/en/definitions/machine-first-routing/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Machine readability",
    "description": "Machine readability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-readability",
    "url": "https://gautierdorval.com/en/definitions/machine-readability/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Maintenance burden",
    "description": "Maintenance burden defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-maintenance-burden",
    "url": "https://gautierdorval.com/en/definitions/maintenance-burden/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Mandatory silence",
    "description": "Mandatory silence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-mandatory-silence",
    "url": "https://gautierdorval.com/en/definitions/mandatory-silence/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Manufactured coherence",
    "description": "Canonical definition of manufactured coherence: the smoothing process by which an AI system hides gaps, conflicts or missing authority behind a fluent answer.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-manufactured-coherence",
    "url": "https://gautierdorval.com/en/definitions/manufactured-coherence/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Memory governance",
    "description": "Memory governance: doctrinal extension applied to stateful systems (agents, advanced RAG, persisted memories) to prevent inference fossilization into facts.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-memoire",
    "url": "https://gautierdorval.com/en/definitions/memory-governance/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Memory object",
    "description": "Canonical definition of memory object: a typed unit of persisted state with source, authority, temporal validity, scope, and invalidation conditions.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "memory-object",
    "url": "https://gautierdorval.com/en/definitions/memory-object/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Multi-agent chains",
    "description": "Multi-agent chains defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "multi-agent-chains",
    "url": "https://gautierdorval.com/en/definitions/multi-agent-chains/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Neighborhood contamination",
    "description": "Neighborhood contamination defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "contamination-voisinage",
    "url": "https://gautierdorval.com/en/definitions/neighborhood-contamination/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Non-agentic systems",
    "description": "Non-agentic systems designate AI systems that produce an output without planning and executing a tool-driven action sequence oriented toward an objective.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "systemes-non-agentiques",
    "url": "https://gautierdorval.com/en/definitions/non-agentic-systems/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Non-inference regime",
    "description": "Non-inference regime defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-non-inference-regime",
    "url": "https://gautierdorval.com/en/definitions/non-inference-regime/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Obsolescence control",
    "description": "Obsolescence control defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-obsolescence-control",
    "url": "https://gautierdorval.com/en/definitions/obsolescence-control/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Opposability",
    "description": "Opposability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-opposability",
    "url": "https://gautierdorval.com/en/definitions/opposability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Persistent assumptions",
    "description": "Persistent assumptions defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "persistent-assumptions",
    "url": "https://gautierdorval.com/en/definitions/persistent-assumptions/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Phantom citation",
    "description": "A phantom citation is a displayed or implied citation to a source that does not exist, no longer exists, or does not support the claim.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-phantom-citation",
    "url": "https://gautierdorval.com/en/definitions/phantom-citation/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Phantom URL: canonical definition",
    "description": "A phantom URL is an unpublished, non-existent URL requested in a form that remains coherent with a site’s documentary architecture.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "url-fantome",
    "url": "https://gautierdorval.com/en/definitions/phantom-url/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Post-semantics (thinking & reasoning) vs interpretive governance",
    "description": "Post-semantics (thinking & reasoning) vs interpretive… defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "post-semantique-thinking-reasoning-gouvernance",
    "url": "https://gautierdorval.com/en/definitions/post-semantics-thinking-reasoning-vs-interpretive-governance/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Pre-launch semantic analysis: canonical definition",
    "description": "Pre-launch semantic analysis defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-pre-launch-semantic-analysis",
    "url": "https://gautierdorval.com/en/definitions/pre-launch-semantic-analysis/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Preview control",
    "description": "Preview control describes how snippet and extraction directives shape what search and answer systems may display or reuse from a page.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-preview-control",
    "url": "https://gautierdorval.com/en/definitions/preview-control/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Procedural validity",
    "description": "Procedural validity defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-procedural-validity",
    "url": "https://gautierdorval.com/en/definitions/procedural-validity/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Proof of fidelity",
    "description": "Canonical definition of proof of fidelity: the minimum evidence required to show that an AI output remains faithful to the canon rather than merely plausible.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "preuve-fidelite",
    "url": "https://gautierdorval.com/en/definitions/proof-of-fidelity/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Q-Ledger: canonical definition",
    "description": "Q-Ledger defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-q-ledger",
    "url": "https://gautierdorval.com/en/definitions/q-ledger/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Q-Metrics: canonical definition",
    "description": "Q-Metrics defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-q-metrics",
    "url": "https://gautierdorval.com/en/definitions/q-metrics/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "RAG governance",
    "description": "RAG governance defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "rag-governance",
    "url": "https://gautierdorval.com/en/definitions/rag-governance/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Reading conditions",
    "description": "Reading conditions defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-reading-conditions",
    "url": "https://gautierdorval.com/en/definitions/reading-conditions/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Recommendability",
    "description": "Recommendability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "recommendability",
    "url": "https://gautierdorval.com/en/definitions/recommendability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Recommendability audit: canonical definition",
    "description": "Recommendability audit defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-recommendability-audit",
    "url": "https://gautierdorval.com/en/definitions/recommendability-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Recommendability drift",
    "description": "Canonical definition of recommendability drift, where a system’s propensity to recommend an entity changes without full visibility loss.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "recommendability-drift",
    "url": "https://gautierdorval.com/en/definitions/recommendability-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Reconstructable evidence",
    "description": "Reconstructable evidence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "reconstructable-evidence",
    "url": "https://gautierdorval.com/en/definitions/reconstructable-evidence/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Representation gap audit: canonical definition",
    "description": "Canonical market-bridge definition of representation gap audit: diagnosis of the distance between canonical self-description and AI-mediated reconstruction.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-representation-gap-audit",
    "url": "https://gautierdorval.com/en/definitions/representation-gap-audit/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Resorption",
    "description": "Canonical definition of resorption: the gradual neutralization, absorption, or deactivation of an obsolete, distorted, or residual interpretation.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "resorption",
    "url": "https://gautierdorval.com/en/definitions/resorption/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Response conditions",
    "description": "Response conditions defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "conditions-reponse",
    "url": "https://gautierdorval.com/en/definitions/response-conditions/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Response web",
    "description": "Canonical definition of response web: the web environment in which search, LLMs, agents, summaries, citations, and recommendations transform pages into answers.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "response-web",
    "url": "https://gautierdorval.com/en/definitions/response-web/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Retrieval control",
    "description": "Retrieval control defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "retrieval-control",
    "url": "https://gautierdorval.com/en/definitions/retrieval-control/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Retrieval provenance",
    "description": "Canonical definition of retrieval provenance: the traceable record of which sources, chunks, versions, and retrieval conditions influenced an AI answer.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "retrieval-provenance",
    "url": "https://gautierdorval.com/en/definitions/retrieval-provenance/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Retrieval rank",
    "description": "Retrieval rank describes the relative position or priority of a source during answer construction, distinct from classic search ranking.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-retrieval-rank",
    "url": "https://gautierdorval.com/en/definitions/retrieval-rank/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Retrieval without citation",
    "description": "Retrieval without citation describes cases where a source appears to influence an AI answer without being displayed as a citation.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-retrieval-without-citation",
    "url": "https://gautierdorval.com/en/definitions/retrieval-without-citation/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Self-contained passage",
    "description": "A self-contained passage preserves enough entity, claim, scope and limit information to be extracted without distortion.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-self-contained-passage",
    "url": "https://gautierdorval.com/en/definitions/self-contained-passage/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Semantic accountability",
    "description": "Semantic accountability defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-accountability",
    "url": "https://gautierdorval.com/en/definitions/semantic-accountability/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Semantic architecture: canonical definition",
    "description": "Semantic architecture defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-architecture",
    "url": "https://gautierdorval.com/en/definitions/semantic-architecture/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Semantic calibration",
    "description": "Semantic calibration defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "calibration-semantique",
    "url": "https://gautierdorval.com/en/definitions/semantic-calibration/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Semantic compression",
    "description": "Semantic compression defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "compression-semantique",
    "url": "https://gautierdorval.com/en/definitions/semantic-compression/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Semantic contamination",
    "description": "Semantic contamination defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-contamination",
    "url": "https://gautierdorval.com/en/definitions/semantic-contamination/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Semantic debt",
    "description": "Semantic debt defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-semantic-debt",
    "url": "https://gautierdorval.com/en/definitions/semantic-debt/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Semantic integrity",
    "description": "Semantic integrity defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-integrity",
    "url": "https://gautierdorval.com/en/definitions/semantic-integrity/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Semantic neighborhood",
    "description": "Semantic neighborhood defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-neighborhood",
    "url": "https://gautierdorval.com/en/definitions/semantic-neighborhood/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Silent delegation of authority",
    "description": "Silent delegation of authority defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-silent-delegation-of-authority",
    "url": "https://gautierdorval.com/en/definitions/silent-delegation-of-authority/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Source admission",
    "description": "Source admission defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "source-admission",
    "url": "https://gautierdorval.com/en/definitions/source-admission/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Source hierarchy",
    "description": "Source hierarchy defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-source-hierarchy",
    "url": "https://gautierdorval.com/en/definitions/source-hierarchy/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Source legitimacy",
    "description": "Source legitimacy defines whether a source is authorized to govern a claim, beyond being visible, popular, cited or retrieved.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-source-legitimacy",
    "url": "https://gautierdorval.com/en/definitions/source-legitimacy/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Source substitution",
    "description": "Source substitution occurs when an AI answer replaces the canonical governing source with a secondary or more convenient source.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-source-substitution",
    "url": "https://gautierdorval.com/en/definitions/source-substitution/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "SSA-E + A2 + Dual Web",
    "description": "SSA-E + A2 + Dual Web defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ssa-e-a2-dual-web",
    "url": "https://gautierdorval.com/en/definitions/ssa-e-a2-dual-web/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Stabilized state of the web",
    "description": "Stabilized state of the web defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "etat-stabilise-du-web",
    "url": "https://gautierdorval.com/en/definitions/stabilized-state-of-the-web/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Stale-state handling",
    "description": "Stale-state handling defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "stale-state-handling",
    "url": "https://gautierdorval.com/en/definitions/stale-state-handling/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "State drift",
    "description": "State drift defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "decrochage-etat",
    "url": "https://gautierdorval.com/en/definitions/state-drift/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Statement-level authority",
    "description": "Statement-level authority defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-au-niveau-de-l-enonce",
    "url": "https://gautierdorval.com/en/definitions/statement-level-authority/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Structural visibility",
    "description": "Structural visibility defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "visibilite-structurelle",
    "url": "https://gautierdorval.com/en/definitions/structural-visibility/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Surface coherence",
    "description": "Surface coherence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-surface-coherence",
    "url": "https://gautierdorval.com/en/definitions/surface-coherence/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Surviving authority",
    "description": "Surviving authority defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-survivante",
    "url": "https://gautierdorval.com/en/definitions/surviving-authority/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Tool-mediated authority",
    "description": "Tool-mediated authority defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "tool-mediated-authority",
    "url": "https://gautierdorval.com/en/definitions/tool-mediated-authority/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Transactional coherence",
    "description": "Transactional coherence defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "transactional-coherence",
    "url": "https://gautierdorval.com/en/definitions/transactional-coherence/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Unauthorized synthesis",
    "description": "Canonical definition of unauthorized synthesis: an AI answer that combines real fragments into a conclusion no governing authority authorized.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-unauthorized-synthesis",
    "url": "https://gautierdorval.com/en/definitions/unauthorized-synthesis/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Version power",
    "description": "Version power defines a canonical concept for AI interpretation, authority, evidence and response legitimacy.",
    "lang": "en",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "pouvoir-version",
    "url": "https://gautierdorval.com/en/definitions/version-power/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "404 interprétative : définition canonique",
    "description": "Une 404 interprétative est une réponse 404 produite par une URL inexistante mais plausible, révélant une attente documentaire plutôt qu’un simple lien cassé.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "404-interpretative",
    "url": "https://gautierdorval.com/definitions/404-interpretative/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Accessibilité citationnelle",
    "description": "L’accessibilité citationnelle est la condition dans laquelle une source et ses passages utiles peuvent être atteints, rendus et réutilisés par les systèmes censés les citer.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-accessibility",
    "url": "https://gautierdorval.com/definitions/accessibilite-citationnelle/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Action déléguée",
    "description": "Action déléguée définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "delegated-action",
    "url": "https://gautierdorval.com/definitions/action-deleguee/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Admissibilité du corpus",
    "description": "Admissibilité du corpus définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "corpus-admissibility",
    "url": "https://gautierdorval.com/definitions/admissibilite-corpus/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Admission des sources",
    "description": "Admission des sources définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "source-admission",
    "url": "https://gautierdorval.com/definitions/admission-sources/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Agentique",
    "description": "Agentique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentique",
    "url": "https://gautierdorval.com/definitions/agentique/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "AI Search Monitoring : définition canonique",
    "description": "AI Search Monitoring définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-ai-search-monitoring",
    "url": "https://gautierdorval.com/definitions/ai-search-monitoring/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Analyse des citations IA",
    "description": "Analyse des citations IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-ai-citation-analysis",
    "url": "https://gautierdorval.com/definitions/analyse-citations-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Analyse sémantique pré-lancement : définition canonique",
    "description": "Analyse sémantique pré-lancement définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-pre-launch-semantic-analysis",
    "url": "https://gautierdorval.com/definitions/analyse-semantique-pre-lancement/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Arbitrage",
    "description": "Arbitrage définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-arbitration",
    "url": "https://gautierdorval.com/definitions/arbitrage/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Arbre d’accessibilité",
    "description": "L’arbre d’accessibilité expose les rôles, noms, états et relations des éléments d’une interface, ce qui en fait une carte d’action pour les agents.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "accessibility-tree",
    "url": "https://gautierdorval.com/definitions/arbre-accessibilite/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Architecture documentaire",
    "description": "Architecture documentaire définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-documentary-architecture",
    "url": "https://gautierdorval.com/definitions/architecture-documentaire/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Architecture sémantique : définition canonique",
    "description": "Architecture sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-architecture",
    "url": "https://gautierdorval.com/definitions/architecture-semantique/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Arriéré de correction",
    "description": "Arriéré de correction définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-correction-backlog",
    "url": "https://gautierdorval.com/definitions/arriere-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Artefacts machine-first",
    "description": "Artefacts machine-first définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-first-artifacts",
    "url": "https://gautierdorval.com/definitions/artefacts-machine-first/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Audit de citabilité : définition canonique",
    "description": "Audit de citabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-citability-audit",
    "url": "https://gautierdorval.com/definitions/audit-citabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de dérive de perception IA",
    "description": "Définition canonique de l’audit de dérive de perception IA, un protocole d’observation comparant canon, sorties génératives, modèles et trajectoires de représentation.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "llm-perception-drift-audit",
    "url": "https://gautierdorval.com/definitions/audit-derive-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Audit d’écart de représentation : définition canonique",
    "description": "Audit d’écart de représentation définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-representation-gap-audit",
    "url": "https://gautierdorval.com/definitions/audit-ecart-representation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit d’intégrité interprétative",
    "description": "Audit d’intégrité interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "audit-integrite-interpretative",
    "url": "https://gautierdorval.com/definitions/audit-integrite-interpretative/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Audit d’optimisation des moteurs génératifs : définition canonique",
    "description": "Audit d’optimisation des moteurs génératifs définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-generative-engine-optimization-audit",
    "url": "https://gautierdorval.com/definitions/audit-optimisation-moteurs-generatifs/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit d’optimisation de la recherche IA : définition canonique",
    "description": "Audit d’optimisation de la recherche IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-search-optimization-audit",
    "url": "https://gautierdorval.com/definitions/audit-optimisation-recherche-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de préparation aux citations IA",
    "description": "Un audit de préparation aux citations IA évalue si une source peut être accessible, récupérée, extraite, citée et gouvernée avant le suivi des citations.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-readiness-audit",
    "url": "https://gautierdorval.com/definitions/audit-preparation-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Audit de recommandabilité : définition canonique",
    "description": "Audit de recommandabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-recommendability-audit",
    "url": "https://gautierdorval.com/definitions/audit-recommandabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de réponse IA : définition canonique",
    "description": "Audit de réponse IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-answer-audit",
    "url": "https://gautierdorval.com/definitions/audit-reponse-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de représentation de marque IA : définition canonique",
    "description": "Audit de représentation de marque IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-brand-representation-audit",
    "url": "https://gautierdorval.com/definitions/audit-representation-marque-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de suivi des citations IA : définition canonique",
    "description": "Audit de suivi des citations IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-citation-tracking-audit",
    "url": "https://gautierdorval.com/definitions/audit-suivi-citations-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de visibilité IA : définition canonique",
    "description": "Audit de visibilité IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-ai-visibility-audit",
    "url": "https://gautierdorval.com/definitions/audit-visibilite-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de visibilité LLM : définition canonique",
    "description": "Audit de visibilité LLM définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-llm-visibility-audit",
    "url": "https://gautierdorval.com/definitions/audit-visibilite-llm/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audit de visibilité de marque dans ChatGPT : définition canonique",
    "description": "Audit de visibilité de marque dans ChatGPT définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase13-brand-visibility-in-chatgpt-audit",
    "url": "https://gautierdorval.com/definitions/audit-visibilite-marque-chatgpt/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Auditabilité interprétative",
    "description": "Auditabilité interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-auditability",
    "url": "https://gautierdorval.com/definitions/auditabilite-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Audits comparatifs : définition canonique",
    "description": "Audits comparatifs définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-comparative-audits",
    "url": "https://gautierdorval.com/definitions/audits-comparatifs/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Authority Governance (Layer 3)",
    "description": "Définition canonique d’Authority Governance (Layer 3) : régime adjacent qui borne l’autorité exécutable quand une sortie devient porteuse d’action.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "authority-governance-layer-3",
    "url": "https://gautierdorval.com/definitions/authority-governance-layer-3/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Autorité au niveau de l’énoncé",
    "description": "Autorité au niveau de l’énoncé définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-au-niveau-de-l-enonce",
    "url": "https://gautierdorval.com/definitions/autorite-au-niveau-de-l-enonce/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Autorité définie",
    "description": "Autorité définie définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-definie",
    "url": "https://gautierdorval.com/definitions/autorite-definie/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Autorité du fragment",
    "description": "Définition canonique de l’autorité du fragment : autorité limitée portée par un passage récupéré dans son contexte, sa source et son périmètre.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "chunk-authority",
    "url": "https://gautierdorval.com/definitions/autorite-fragment/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Autorité inférée",
    "description": "Autorité inférée définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-inferee",
    "url": "https://gautierdorval.com/definitions/autorite-inferee/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Autorité interprétative",
    "description": "Autorité interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-interpretative",
    "url": "https://gautierdorval.com/definitions/autorite-interpretative/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Autorité médiée par outil",
    "description": "Autorité médiée par outil définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "tool-mediated-authority",
    "url": "https://gautierdorval.com/definitions/autorite-mediee-outil/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Autorité survivante",
    "description": "Autorité survivante définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "autorite-survivante",
    "url": "https://gautierdorval.com/definitions/autorite-survivante/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Baseline de perception IA",
    "description": "Définition canonique d’une baseline de perception IA, l’état initial documenté qui permet de mesurer une dérive de perception dans le temps.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-perception-baseline",
    "url": "https://gautierdorval.com/definitions/baseline-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Bloc de contenu prêt pour l’IA",
    "description": "Un bloc de contenu prêt pour l’IA est une section visible et autonome conçue pour être récupérée, extraite et citée sans perte de périmètre ou de hiérarchie des sources.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-ready-content-block",
    "url": "https://gautierdorval.com/definitions/bloc-contenu-pret-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Budget de correction",
    "description": "Budget de correction définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "correction-budget",
    "url": "https://gautierdorval.com/definitions/budget-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Calibration sémantique",
    "description": "Calibration sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "calibration-semantique",
    "url": "https://gautierdorval.com/definitions/calibration-semantique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Canon machine-first",
    "description": "Canon machine-first définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-first-canon",
    "url": "https://gautierdorval.com/definitions/canon-machine-first/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Capture interprétative",
    "description": "Capture interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "capture-interpretative",
    "url": "https://gautierdorval.com/definitions/capture-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Caractère exécutoire",
    "description": "Caractère exécutoire définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-enforceability",
    "url": "https://gautierdorval.com/definitions/caractere-executoire/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Cartographie des sources IA : définition canonique",
    "description": "Cartographie des sources IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-ai-source-mapping",
    "url": "https://gautierdorval.com/definitions/cartographie-sources-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Chaîne documentaire",
    "description": "Chaîne documentaire définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "documentary-chain",
    "url": "https://gautierdorval.com/definitions/chaine-documentaire/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Chaînes multi-agents",
    "description": "Chaînes multi-agents définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "multi-agent-chains",
    "url": "https://gautierdorval.com/definitions/chaines-multi-agents/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Charge de maintenance",
    "description": "Charge de maintenance définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-maintenance-burden",
    "url": "https://gautierdorval.com/definitions/charge-maintenance/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Chemin de contestation",
    "description": "Chemin de contestation définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-challenge-path",
    "url": "https://gautierdorval.com/definitions/chemin-contestation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Citabilité",
    "description": "Citabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "citability",
    "url": "https://gautierdorval.com/definitions/citabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Citation fantôme",
    "description": "Une citation fantôme est une citation affichée ou implicite vers une source inexistante, disparue ou incapable de soutenir l’énoncé.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-phantom-citation",
    "url": "https://gautierdorval.com/definitions/citation-fantome/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Cohérence de surface",
    "description": "Cohérence de surface définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-surface-coherence",
    "url": "https://gautierdorval.com/definitions/coherence-de-surface/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Cohérence fabriquée",
    "description": "Cohérence fabriquée définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-manufactured-coherence",
    "url": "https://gautierdorval.com/definitions/coherence-fabriquee/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Cohérence inter-systèmes",
    "description": "Cohérence inter-systèmes définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "cross-system-coherence",
    "url": "https://gautierdorval.com/definitions/coherence-inter-systemes/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Cohérence transactionnelle",
    "description": "Cohérence transactionnelle définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "transactional-coherence",
    "url": "https://gautierdorval.com/definitions/coherence-transactionnelle/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Cohérence transactionnelle inter-couches",
    "description": "Cohérence transactionnelle inter-couches définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "cross-layer-transactional-coherence",
    "url": "https://gautierdorval.com/definitions/coherence-transactionnelle-inter-couches/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Collision d’entités",
    "description": "Collision d’entités définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "entity-collision",
    "url": "https://gautierdorval.com/definitions/collision-entites/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Collision interprétative",
    "description": "Collision interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "collision-interpretative",
    "url": "https://gautierdorval.com/definitions/collision-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Compression sémantique",
    "description": "Compression sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "compression-semantique",
    "url": "https://gautierdorval.com/definitions/compression-semantique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Conditions de lecture",
    "description": "Conditions de lecture définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-reading-conditions",
    "url": "https://gautierdorval.com/definitions/conditions-lecture/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Conditions de réponse",
    "description": "Conditions de réponse définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "conditions-reponse",
    "url": "https://gautierdorval.com/definitions/conditions-reponse/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Conditions de réponse agentiques",
    "description": "Conditions de réponse agentiques définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-response-conditions",
    "url": "https://gautierdorval.com/definitions/conditions-reponse-agentiques/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Conflit d’autorité",
    "description": "Conflit d’autorité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "conflit-autorite",
    "url": "https://gautierdorval.com/definitions/conflit-autorite/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Contamination sémantique",
    "description": "Contamination sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-contamination",
    "url": "https://gautierdorval.com/definitions/contamination-semantique/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Contamination de voisinage",
    "description": "Contamination de voisinage définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "contamination-voisinage",
    "url": "https://gautierdorval.com/definitions/contamination-voisinage/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Contestabilité",
    "description": "Contestabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-contestability",
    "url": "https://gautierdorval.com/definitions/contestabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Contrôle d’aperçu",
    "description": "Le contrôle d’aperçu décrit comment les directives de snippet et d’extraction influencent ce que les systèmes peuvent afficher ou réutiliser d’une page.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-preview-control",
    "url": "https://gautierdorval.com/definitions/controle-apercu/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Contrôle de l’obsolescence",
    "description": "Contrôle de l’obsolescence définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-obsolescence-control",
    "url": "https://gautierdorval.com/definitions/controle-obsolescence/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Contrôle de récupération",
    "description": "Contrôle de récupération définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "retrieval-control",
    "url": "https://gautierdorval.com/definitions/controle-recuperation/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Couche de preuve : définition canonique",
    "description": "Couche de preuve définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-evidence-layer",
    "url": "https://gautierdorval.com/definitions/couche-preuve/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Cycle de rafraîchissement canonique",
    "description": "Cycle de rafraîchissement canonique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-canonical-refresh-cycle",
    "url": "https://gautierdorval.com/definitions/cycle-rafraichissement-canonique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Décrochage d’état",
    "description": "Décrochage d’état définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "decrochage-etat",
    "url": "https://gautierdorval.com/definitions/decrochage-etat/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Délégation silencieuse d’autorité",
    "description": "Délégation silencieuse d’autorité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-silent-delegation-of-authority",
    "url": "https://gautierdorval.com/definitions/delegation-silencieuse-autorite/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Dérive de conformité",
    "description": "Dérive de conformité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "derive-conformite",
    "url": "https://gautierdorval.com/definitions/derive-conformite/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Dérive cross-model",
    "description": "Définition canonique de la dérive cross-model, situation où plusieurs systèmes IA reconstruisent différemment la même entité, offre, personne, marque ou doctrine.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "cross-model-drift",
    "url": "https://gautierdorval.com/definitions/derive-cross-model/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de catégorie",
    "description": "Définition canonique de la dérive de catégorie, lorsque les systèmes IA placent une entité dans un mauvais marché, un mauvais voisinage ou une classe trop générique.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "category-drift",
    "url": "https://gautierdorval.com/definitions/derive-de-categorie/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de perception IA",
    "description": "Définition canonique de la dérive de perception IA, c’est-à-dire le changement de représentation produit par les systèmes génératifs autour d’une entité, d’une marque, d’une offre ou d’une doctrine.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-perception-drift",
    "url": "https://gautierdorval.com/definitions/derive-de-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de perception LLM",
    "description": "Définition canonique de la dérive de perception LLM, le changement de manière dont les grands modèles de langage reconstruisent, décrivent, classent ou recommandent une entité.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "llm-perception-drift",
    "url": "https://gautierdorval.com/definitions/derive-de-perception-llm/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de recommandabilité",
    "description": "Définition canonique de la dérive de recommandabilité, lorsque la propension d’un système IA à proposer une entité se modifie sans disparition complète de visibilité.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "recommendability-drift",
    "url": "https://gautierdorval.com/definitions/derive-de-recommandabilite/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de représentation IA",
    "description": "Définition canonique de la dérive de représentation IA, variation du portrait reconstruit par les systèmes génératifs avant même qu’un effet de perception soit constaté.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-representation-drift",
    "url": "https://gautierdorval.com/definitions/derive-de-representation-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive interprétative",
    "description": "Dérive interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "interpretive-drift",
    "url": "https://gautierdorval.com/definitions/derive-interpretative/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Désambiguïsation des entités",
    "description": "Désambiguïsation des entités définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "entity-disambiguation",
    "url": "https://gautierdorval.com/definitions/desambiguisation-entites/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Désambiguïsation IA",
    "description": "Désambiguïsation IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "desambiguisation-ia",
    "url": "https://gautierdorval.com/definitions/desambiguisation-ia/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Détection de dérive sémantique : définition canonique",
    "description": "Détection de dérive sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-drift-detection",
    "url": "https://gautierdorval.com/definitions/detection-derive-semantique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Dette interprétative",
    "description": "Dette interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "dette-interpretative",
    "url": "https://gautierdorval.com/definitions/dette-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Dette sémantique",
    "description": "Dette sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-semantic-debt",
    "url": "https://gautierdorval.com/definitions/dette-semantique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Discipline de dépréciation",
    "description": "Discipline de dépréciation définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-deprecation-discipline",
    "url": "https://gautierdorval.com/definitions/discipline-depreciation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Écart canon-sortie",
    "description": "Écart canon-sortie définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ecart-canon-sortie",
    "url": "https://gautierdorval.com/definitions/ecart-canon-sortie/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Écart citation-sortie",
    "description": "L’écart citation-sortie nomme le décalage entre ce qu’une source citée soutient et ce qu’une réponse IA affirme réellement.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-output-gap",
    "url": "https://gautierdorval.com/definitions/ecart-citation-sortie/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Espace d’erreur interprétatif",
    "description": "Espace d’erreur interprétatif définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-error-space",
    "url": "https://gautierdorval.com/definitions/espace-erreur-interpretatif/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "État stabilisé du web",
    "description": "État stabilisé du web définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "etat-stabilise-du-web",
    "url": "https://gautierdorval.com/definitions/etat-stabilise-du-web/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Évaluation du risque interprétatif : définition canonique",
    "description": "Évaluation du risque interprétatif définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-interpretive-risk-assessment",
    "url": "https://gautierdorval.com/definitions/evaluation-risque-interpretatif/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Exclusions globales",
    "description": "Exclusions globales définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-global-exclusions",
    "url": "https://gautierdorval.com/definitions/exclusions-globales/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "External Authority Control (EAC) : définition canonique",
    "description": "Définition canonique de l’External Authority Control (EAC) : couche de gouvernance qui qualifie l’admissibilité des autorités externes.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "external-authority-control",
    "url": "https://gautierdorval.com/definitions/external-authority-control/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Extractibilité",
    "description": "L’extractibilité est la capacité d’un passage, d’un énoncé ou d’une section de page à être segmenté et réutilisé sans perte de sens.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-extractability",
    "url": "https://gautierdorval.com/definitions/extractibilite/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Fidélité citationnelle",
    "description": "La fidélité citationnelle évalue si une citation affichée soutient et contraint réellement l’énoncé produit par une réponse médiée par IA.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-fidelity",
    "url": "https://gautierdorval.com/definitions/fidelite-citationnelle/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Fidélité interprétative",
    "description": "Fidélité interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-fidelity",
    "url": "https://gautierdorval.com/definitions/fidelite-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Fragilité canonique",
    "description": "Fragilité canonique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "fragilite-canonique",
    "url": "https://gautierdorval.com/definitions/fragilite-canonique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Frontière d’autorité",
    "description": "Frontière d’autorité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "frontiere-autorite",
    "url": "https://gautierdorval.com/definitions/frontiere-autorite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Frontière d’engagement",
    "description": "Frontière d’engagement définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-commitment-boundary",
    "url": "https://gautierdorval.com/definitions/frontiere-engagement/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Frontière d’exécution",
    "description": "Frontière d’exécution définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "execution-boundary",
    "url": "https://gautierdorval.com/definitions/frontiere-execution/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Frontière d’inférence",
    "description": "Frontière d’inférence définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-inference-boundary",
    "url": "https://gautierdorval.com/definitions/frontiere-inference/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Gestion d’état périmé",
    "description": "Gestion d’état périmé définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "stale-state-handling",
    "url": "https://gautierdorval.com/definitions/gestion-etat-perime/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Gouvernance d’autorité interprétative distribuée",
    "description": "Gouvernance d’autorité interprétative distribuée définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-autorite-interpretative-distribuee",
    "url": "https://gautierdorval.com/definitions/gouvernance-autorite-interpretative-distribuee/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Gouvernance endogène",
    "description": "Gouvernance endogène définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-endogene",
    "url": "https://gautierdorval.com/definitions/gouvernance-endogene/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance exogène (définition abrégée)",
    "description": "Gouvernance exogène (définition abrégée) définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-exogene",
    "url": "https://gautierdorval.com/definitions/gouvernance-exogene/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Gouvernance IA JSON",
    "description": "Gouvernance IA JSON définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-governance-json",
    "url": "https://gautierdorval.com/definitions/gouvernance-ia-json/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance interprétative : définition canonique",
    "description": "Gouvernance interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-interpretative",
    "url": "https://gautierdorval.com/definitions/gouvernance-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance de la mémoire",
    "description": "Gouvernance de la mémoire définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "gouvernance-memoire",
    "url": "https://gautierdorval.com/definitions/gouvernance-memoire/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Gouvernance RAG",
    "description": "Gouvernance RAG définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "rag-governance",
    "url": "https://gautierdorval.com/definitions/gouvernance-rag/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Graphe de cohérence externe",
    "description": "Graphe de cohérence externe définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "graphe-coherence-externe",
    "url": "https://gautierdorval.com/definitions/graphe-coherence-externe/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Graphe d’entités",
    "description": "Graphe d’entités définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-entity-graph",
    "url": "https://gautierdorval.com/definitions/graphe-entites/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Hallucination interprétative",
    "description": "Définition canonique de « hallucination interprétative » : mécanismes, caractéristiques, confusions à éviter et règle d’abstention en cas d’incertitude.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "hallucination-interpretative",
    "url": "https://gautierdorval.com/definitions/hallucination-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Hiérarchie des sources",
    "description": "Hiérarchie des sources définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-source-hierarchy",
    "url": "https://gautierdorval.com/definitions/hierarchie-sources/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Hypothèses persistantes",
    "description": "Hypothèses persistantes définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "persistent-assumptions",
    "url": "https://gautierdorval.com/definitions/hypotheses-persistantes/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Indétermination",
    "description": "Indétermination définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-indeterminacy",
    "url": "https://gautierdorval.com/definitions/indetermination/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Inertie interprétative",
    "description": "Inertie interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "inertie-interpretative",
    "url": "https://gautierdorval.com/definitions/inertie-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Inférence défendable",
    "description": "Définition canonique de l’inférence défendable : inférence bornée qui peut être reconstruite et contestée.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-defensible-inference",
    "url": "https://gautierdorval.com/definitions/inference-defendable/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Inférence libre",
    "description": "Définition canonique de l’inférence libre : inférence du modèle qui dépasse le corpus récupéré ou autorisé sans base de gouvernance explicite.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-free-inference",
    "url": "https://gautierdorval.com/definitions/inference-libre/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Inférence par défaut",
    "description": "Inférence par défaut définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-default-inference",
    "url": "https://gautierdorval.com/definitions/inference-par-defaut/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Intégrité sémantique",
    "description": "Intégrité sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-integrity",
    "url": "https://gautierdorval.com/definitions/integrite-semantique/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Interdiction d’inférence",
    "description": "Interdiction d’inférence définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-inference-prohibition",
    "url": "https://gautierdorval.com/definitions/interdiction-inference/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Interface interprétable",
    "description": "Une interface interprétable expose ses intentions visuelles, structurelles et programmatiques pour rendre les actions disponibles compréhensibles.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "interpretable-interface",
    "url": "https://gautierdorval.com/definitions/interface-interpretable/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Invisibilisation interprétative",
    "description": "Invisibilisation interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "invisibilisation-interpretative",
    "url": "https://gautierdorval.com/definitions/invisibilisation-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Légitimité interprétative",
    "description": "Définition canonique de la légitimité interprétative : conditions sous lesquelles une interprétation d’IA peut être produite, assumée, citée ou utilisée.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-legitimacy",
    "url": "https://gautierdorval.com/definitions/legitimite-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Légitimité de réponse",
    "description": "Légitimité de réponse définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-answer-legitimacy",
    "url": "https://gautierdorval.com/definitions/legitimite-reponse/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Légitimité de source",
    "description": "La légitimité de source définit si une source est autorisée à gouverner un énoncé, au-delà de sa visibilité, de sa popularité ou de sa citation.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-source-legitimacy",
    "url": "https://gautierdorval.com/definitions/legitimite-source/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Lisibilité machine",
    "description": "Lisibilité machine définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-readability",
    "url": "https://gautierdorval.com/definitions/lisibilite-machine/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Lissage interprétatif",
    "description": "Lissage interprétatif définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "lissage-interpretatif",
    "url": "https://gautierdorval.com/definitions/lissage-interpretatif/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Maintenance du canon",
    "description": "Maintenance du canon définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-canon-maintenance",
    "url": "https://gautierdorval.com/definitions/maintenance-canon/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Maintenance interprétative",
    "description": "Maintenance interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "phase12-interpretive-maintenance",
    "url": "https://gautierdorval.com/definitions/maintenance-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Manifeste IA",
    "description": "Manifeste IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-manifest",
    "url": "https://gautierdorval.com/definitions/manifeste-ia/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Mémoire agentique",
    "description": "Mémoire agentique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-memory",
    "url": "https://gautierdorval.com/definitions/memoire-agentique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Métriques GEO",
    "description": "Métriques GEO définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "geo-metrics",
    "url": "https://gautierdorval.com/definitions/metriques-geo/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Navigabilité agentique",
    "description": "La navigabilité agentique mesure la capacité d’un agent IA à comprendre, parcourir et manipuler une interface Web sans ambiguïté opérationnelle.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-navigability",
    "url": "https://gautierdorval.com/definitions/navigabilite-agentique/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Négation gouvernée",
    "description": "Négation gouvernée définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "negation-gouvernee",
    "url": "https://gautierdorval.com/definitions/negation-gouvernee/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Non-réponse légitime : définition canonique",
    "description": "Non-réponse légitime définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "non-reponse-legitime",
    "url": "https://gautierdorval.com/definitions/non-reponse-legitime/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Objet mémoire",
    "description": "Définition canonique de l’objet mémoire : unité typée d’état persisté avec source, autorité, validité temporelle, périmètre et conditions d’invalidation.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "memory-object",
    "url": "https://gautierdorval.com/definitions/objet-memoire/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Observabilité interprétative",
    "description": "Observabilité interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "observabilite-interpretative",
    "url": "https://gautierdorval.com/definitions/observabilite-interpretative/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Opposabilité",
    "description": "Opposabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-opposability",
    "url": "https://gautierdorval.com/definitions/opposabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Optimisation pour moteurs génératifs",
    "description": "Optimisation pour moteurs génératifs définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "generative-engine-optimization",
    "url": "https://gautierdorval.com/definitions/optimisation-moteurs-generatifs/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Optimisation de la recherche IA",
    "description": "Optimisation de la recherche IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-search-optimization",
    "url": "https://gautierdorval.com/definitions/optimisation-recherche-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Ordonnancement de l’autorité",
    "description": "Ordonnancement de l’autorité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-authority-ordering",
    "url": "https://gautierdorval.com/definitions/ordonnancement-autorite/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Oubli contrôlé",
    "description": "Oubli contrôlé définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "controlled-forgetting",
    "url": "https://gautierdorval.com/definitions/oubli-controle/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Passage autonome",
    "description": "Un passage autonome préserve assez d’information sur l’entité, l’énoncé, le périmètre et les limites pour être extrait sans distorsion.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-self-contained-passage",
    "url": "https://gautierdorval.com/definitions/passage-autonome/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Passage prêt à citer",
    "description": "Un passage prêt à citer est une section autonome conçue pour soutenir une réponse spécifique sans perdre le périmètre, la date, le rôle de source ou l’exclusion.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-answer-ready-passage",
    "url": "https://gautierdorval.com/definitions/passage-pret-a-citer/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Périmètre d’interprétabilité",
    "description": "Périmètre d’interprétabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "perimetre-interpretabilite",
    "url": "https://gautierdorval.com/definitions/perimetre-interpretabilite/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Périmètre interprétatif",
    "description": "Périmètre interprétatif définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-perimeter",
    "url": "https://gautierdorval.com/definitions/perimetre-interpretatif/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Persistance citationnelle",
    "description": "Persistance citationnelle définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "persistance-citationnelle",
    "url": "https://gautierdorval.com/definitions/persistance-citationnelle/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Post-sémantique (thinking & reasoning) vs gouvernance interprétative",
    "description": "Post-sémantique (thinking & reasoning) vs… définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "post-semantique-thinking-reasoning-gouvernance",
    "url": "https://gautierdorval.com/definitions/post-semantique-thinking-reasoning-gouvernance/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Pouvoir de version",
    "description": "Pouvoir de version définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "pouvoir-version",
    "url": "https://gautierdorval.com/definitions/pouvoir-version/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Préparation aux citations IA",
    "description": "La préparation aux citations IA définit si une source est accessible, récupérable, extractible, citable et gouvernable dans les réponses IA.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-citation-readiness",
    "url": "https://gautierdorval.com/definitions/preparation-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Présence interprétative durable",
    "description": "Présence interprétative durable définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-durable-interpretive-presence",
    "url": "https://gautierdorval.com/definitions/presence-interpretative-durable/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Preuve de fidélité",
    "description": "Preuve de fidélité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "preuve-fidelite",
    "url": "https://gautierdorval.com/definitions/preuve-fidelite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Preuve interprétative",
    "description": "Preuve interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "interpretive-evidence",
    "url": "https://gautierdorval.com/definitions/preuve-interpretative/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Preuve reconstructible",
    "description": "Preuve reconstructible définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "reconstructable-evidence",
    "url": "https://gautierdorval.com/definitions/preuve-reconstructible/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Provenance de récupération",
    "description": "Définition canonique de la provenance de récupération : trace des sources, fragments, versions et conditions de récupération ayant influencé une réponse IA.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "retrieval-provenance",
    "url": "https://gautierdorval.com/definitions/provenance-recuperation/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Q-Ledger : définition canonique",
    "description": "Q-Ledger définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-q-ledger",
    "url": "https://gautierdorval.com/definitions/q-ledger/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Q-Metrics : définition canonique",
    "description": "Q-Metrics définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-q-metrics",
    "url": "https://gautierdorval.com/definitions/q-metrics/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Qualité citationnelle",
    "description": "La qualité citationnelle est la valeur diagnostique d’une citation selon la force d’appui, le rôle de source, la fraîcheur, la légitimité et la fidélité à l’énoncé.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-quality",
    "url": "https://gautierdorval.com/definitions/qualite-citationnelle/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Rang de récupération",
    "description": "Le rang de récupération décrit la priorité relative d’une source pendant la construction d’une réponse, distincte du classement de recherche classique.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-retrieval-rank",
    "url": "https://gautierdorval.com/definitions/rang-recuperation/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Recommandabilité",
    "description": "Recommandabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "recommendability",
    "url": "https://gautierdorval.com/definitions/recommandabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Récupération sans citation",
    "description": "La récupération sans citation décrit les cas où une source semble influencer une réponse IA sans être affichée comme citation visible.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-retrieval-without-citation",
    "url": "https://gautierdorval.com/definitions/recuperation-sans-citation/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Réduction de responsabilité",
    "description": "Réduction de responsabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-liability-reduction",
    "url": "https://gautierdorval.com/definitions/reduction-responsabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Régime de non-inférence",
    "description": "Régime de non-inférence définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-non-inference-regime",
    "url": "https://gautierdorval.com/definitions/regime-non-inference/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Rémanence interprétative",
    "description": "Rémanence interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "remanence-interpretative",
    "url": "https://gautierdorval.com/definitions/remanence-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Reporting indépendant",
    "description": "Reporting indépendant définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "definition-independent-reporting",
    "url": "https://gautierdorval.com/definitions/reporting-independant/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Représentation de marque IA",
    "description": "Représentation de marque IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-brand-representation",
    "url": "https://gautierdorval.com/definitions/representation-marque-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Requête fan-out",
    "description": "Une requête fan-out est une sous-requête générée ou implicite qu’un système de réponse IA utilise pour ancrer une question plus large.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-fan-out-query",
    "url": "https://gautierdorval.com/definitions/requete-fan-out/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Résorption",
    "description": "Définition canonique de la résorption : neutralisation progressive, absorption ou désactivation d’une interprétation obsolète, déformée ou résiduelle.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "resorption",
    "url": "https://gautierdorval.com/definitions/resorption/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Résorption de correction",
    "description": "Résorption de correction définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "correction-resorption",
    "url": "https://gautierdorval.com/definitions/resorption-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Responsabilité sémantique",
    "description": "Responsabilité sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-accountability",
    "url": "https://gautierdorval.com/definitions/responsabilite-semantique/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Risque agentique",
    "description": "Risque agentique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-risk",
    "url": "https://gautierdorval.com/definitions/risque-agentique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Risque interprétatif : définition canonique",
    "description": "Risque interprétatif définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-interpretive-risk",
    "url": "https://gautierdorval.com/definitions/risque-interpretatif/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Risque de source connue",
    "description": "Le risque de source connue est le risque qu’un système IA s’appuie sur une source qu’il croit connaître, incluant des URLs périmées ou reconstruites.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-known-source-risk",
    "url": "https://gautierdorval.com/definitions/risque-source-connue/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Rôle de citation",
    "description": "Le rôle de citation classe ce qu’une citation affichée fait réellement dans une réponse générée par IA.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-role",
    "url": "https://gautierdorval.com/definitions/role-citation/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Routage machine-first",
    "description": "Le routage machine-first définit comment les pages, définitions, services et artefacts guident les lecteurs automatisés vers la bonne source pour le bon énoncé.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-machine-first-routing",
    "url": "https://gautierdorval.com/definitions/routage-machine-first/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Sens délégué",
    "description": "Sens délégué définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "delegated-meaning",
    "url": "https://gautierdorval.com/definitions/sens-delegue/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "SEO interprétatif : définition canonique",
    "description": "SEO interprétatif définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "seo-interpretatif",
    "url": "https://gautierdorval.com/definitions/seo-interpretatif/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "SEO interprétatif vs Entity SEO vs GEO vs AEO",
    "description": "SEO interprétatif vs Entity SEO vs GEO vs AEO définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "seo-interpretatif-entity-seo-geo-aeo",
    "url": "https://gautierdorval.com/definitions/seo-interpretatif-entity-seo-geo-aeo/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Silence canonique",
    "description": "Silence canonique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "silence-canonique",
    "url": "https://gautierdorval.com/definitions/silence-canonique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Silence obligatoire",
    "description": "Silence obligatoire définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-mandatory-silence",
    "url": "https://gautierdorval.com/definitions/silence-obligatoire/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Source canonique",
    "description": "Source canonique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-canonical-source",
    "url": "https://gautierdorval.com/definitions/source-canonique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Soutenabilité interprétative",
    "description": "Soutenabilité interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "soutenabilite-interpretative",
    "url": "https://gautierdorval.com/definitions/soutenabilite-interpretative/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "SSA-E + A2 + Dual Web",
    "description": "SSA-E + A2 + Dual Web définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ssa-e-a2-dual-web",
    "url": "https://gautierdorval.com/definitions/ssa-e-a2-dual-web/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Stabilité du cadrage",
    "description": "Stabilité du cadrage définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "framing-stability",
    "url": "https://gautierdorval.com/definitions/stabilite-cadrage/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Stabilité citationnelle",
    "description": "La stabilité citationnelle est la persistance des schémas de citation entre prompts, systèmes, langues, lieux et périodes.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-citation-stability",
    "url": "https://gautierdorval.com/definitions/stabilite-citationnelle/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Stabilité de perception IA",
    "description": "Définition canonique de la stabilité de perception IA, la capacité d’une entité à être reconstruite de façon fidèle, cohérente et non contradictoire par plusieurs systèmes génératifs.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-perception-stability",
    "url": "https://gautierdorval.com/definitions/stabilite-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Structure prête pour l’IA",
    "description": "La structure prête pour l’IA définit si une page est organisée pour permettre aux systèmes de réponse d’identifier, segmenter, récupérer et réutiliser ses énoncés sans inférence excessive.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-ai-ready-structure",
    "url": "https://gautierdorval.com/definitions/structure-prete-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Substitution de source",
    "description": "La substitution de source se produit lorsqu’une réponse IA remplace la source canonique gouvernante par une source secondaire ou plus commode.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-source-substitution",
    "url": "https://gautierdorval.com/definitions/substitution-source/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Suivi des citations IA",
    "description": "Suivi des citations IA définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "ai-citation-tracking",
    "url": "https://gautierdorval.com/definitions/suivi-citations-ia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Surface canonique",
    "description": "Surface canonique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-canonical-surface",
    "url": "https://gautierdorval.com/definitions/surface-canonique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Surface de découverte",
    "description": "Une surface de découverte aide les machines ou lecteurs à trouver les routes pertinentes, mais ne gouverne pas l’interprétation et ne prouve pas un énoncé.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-discovery-surface",
    "url": "https://gautierdorval.com/definitions/surface-decouverte/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Surface documentaire latente : définition canonique",
    "description": "Une surface documentaire latente est une page ou un contenu non publié, mais suggéré par la structure conceptuelle d’un corpus.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "surface-documentaire-latente",
    "url": "https://gautierdorval.com/definitions/surface-documentaire-latente/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Surface de responsabilité",
    "description": "Surface de responsabilité définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-accountability-surface",
    "url": "https://gautierdorval.com/definitions/surface-responsabilite/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Synthèse non autorisée",
    "description": "Définition canonique de la synthèse non autorisée : réponse IA qui combine des fragments réels en une conclusion qu’aucune autorité gouvernante n’a autorisée.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-unauthorized-synthesis",
    "url": "https://gautierdorval.com/definitions/synthese-non-autorisee/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Systèmes non-agentiques",
    "description": "Systèmes non-agentiques définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "systemes-non-agentiques",
    "url": "https://gautierdorval.com/definitions/systemes-non-agentiques/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Trace d’interprétation",
    "description": "Trace d’interprétation définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "trace-interpretation",
    "url": "https://gautierdorval.com/definitions/trace-interpretation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Traînée interprétative",
    "description": "Traînée interprétative définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "trainee-interpretative",
    "url": "https://gautierdorval.com/definitions/trainee-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "URL fantôme : définition canonique",
    "description": "Une URL fantôme est une URL inexistante, jamais publiée, mais demandée sous une forme cohérente avec l’architecture documentaire d’un site.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "url-fantome",
    "url": "https://gautierdorval.com/definitions/url-fantome/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Validité procédurale",
    "description": "Validité procédurale définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "def-procedural-validity",
    "url": "https://gautierdorval.com/definitions/validite-procedurale/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Visibilité LLM",
    "description": "Visibilité LLM définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "llm-visibility",
    "url": "https://gautierdorval.com/definitions/visibilite-llm/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Visibilité machine précoce",
    "description": "Visibilité machine précoce définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "visibilite-machine-precoce",
    "url": "https://gautierdorval.com/definitions/visibilite-machine-precoce/",
    "updated": "2026-03-24T00:00:00.000Z"
  },
  {
    "title": "Visibilité de marque dans ChatGPT",
    "description": "Visibilité de marque dans ChatGPT définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "brand-visibility-in-chatgpt",
    "url": "https://gautierdorval.com/definitions/visibilite-marque-chatgpt/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Visibilité structurelle",
    "description": "Visibilité structurelle définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "visibilite-structurelle",
    "url": "https://gautierdorval.com/definitions/visibilite-structurelle/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Voisinage sémantique",
    "description": "Voisinage sémantique définit un concept canonique pour l’interprétation IA, l’autorité, la preuve et la légitimité des réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "semantic-neighborhood",
    "url": "https://gautierdorval.com/definitions/voisinage-semantique/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Web agentique",
    "description": "Le Web agentique désigne le régime dans lequel un site devient un environnement interprétable, navigable et actionnable par des agents IA.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "agentic-web",
    "url": "https://gautierdorval.com/definitions/web-agentique/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Web de réponse",
    "description": "Définition canonique du web de réponse : environnement où moteurs, LLM, agents, synthèses, citations et recommandations transforment les pages en réponses.",
    "lang": "fr",
    "collection": "definitions",
    "documentType": "definition",
    "translationKey": "response-web",
    "url": "https://gautierdorval.com/definitions/web-reponse/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "404, deletion, and AI citation: what are we actually talking about?",
    "description": "404, deletion, and AI citation: what are we… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "suppression-404-citation-ia",
    "url": "https://gautierdorval.com/en/clarifications/404-deletion-and-ai-citation-what-are-we-actually-talking-about/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "AI agent security: permissions, tools, and legitimate non-response",
    "description": "Clarification on AI agent security as a permissions and tooling problem, and why legitimate non-response is a security property, not a weakness.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "securite-agents-ia",
    "url": "https://gautierdorval.com/en/clarifications/ai-agent-security/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "AI Citation Registry vs interpretive governance",
    "description": "AI Citation Registry vs interpretive governance clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "registre-citation-ia-vs-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/clarifications/ai-citation-registry-vs-interpretive-governance/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "AI perception drift vs hallucination",
    "description": "Clarification between a one-off AI hallucination and stabilized or repeated AI perception drift.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-perception-drift-vs-hallucination",
    "url": "https://gautierdorval.com/en/clarifications/ai-perception-drift-vs-hallucination/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI perception drift vs interpretive drift",
    "description": "Clarification between the market-facing term AI perception drift and the broader doctrinal concept of interpretive drift.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-perception-drift-vs-interpretive-drift",
    "url": "https://gautierdorval.com/en/clarifications/ai-perception-drift-vs-interpretive-drift/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI poisoning: definition and taxonomy",
    "description": "Operational definition and functional taxonomy of AI poisoning: training, RAG, memory, pipeline, and instruction surfaces. Reading bounds to reduce confusions.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-poisoning-definition-taxonomie",
    "url": "https://gautierdorval.com/en/clarifications/ai-poisoning-definition-taxonomy/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "AI Search Monitoring vs representation governance",
    "description": "AI Search Monitoring vs representation governance clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-search-monitoring-vs-representation-governance",
    "url": "https://gautierdorval.com/en/clarifications/ai-search-monitoring-vs-representation-governance/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Being cited vs being understood",
    "description": "Clarification distinguishing citation as a signal of documentary presence and understanding as faithful preservation of object, perimeter, modality, and limits.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "cited-vs-understood",
    "url": "https://gautierdorval.com/en/clarifications/being-cited-vs-being-understood/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Cited source vs structuring source vs governing source",
    "description": "Cited source vs structuring source vs… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "cited-structuring-governing-source",
    "url": "https://gautierdorval.com/en/clarifications/cited-source-vs-structuring-source-vs-governing-source/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Defined authority vs inferred authority",
    "description": "Defined authority vs inferred authority clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "autorite-definie-vs-autorite-inferee",
    "url": "https://gautierdorval.com/en/clarifications/defined-authority-vs-inferred-authority/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Delegated meaning vs silent delegation of authority",
    "description": "Delegated meaning vs silent delegation of… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "delegated-meaning-vs-silent-delegation-of-authority",
    "url": "https://gautierdorval.com/en/clarifications/delegated-meaning-vs-silent-delegation-of-authority/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "Deleted Wikipedia page: can it still act?",
    "description": "Deleted Wikipedia page: can it still act? clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "wikipedia-supprimee-continue-agir",
    "url": "https://gautierdorval.com/en/clarifications/deleted-wikipedia-page-can-it-still-act/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Clarification: “authority governance” demonstrator repository (simulation-only)",
    "description": "Anti-inference clarification on the \"authority governance\" GitHub repository — simulation-only. Illustrative, non-normative, no executable code.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "repo-demonstrateur",
    "url": "https://gautierdorval.com/en/clarifications/demonstrator-repository/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Doctrinal exposure audit: indirect injection, RAG poisoning, and interpretive risk",
    "description": "Clarification defining the doctrinal exposure audit: structured reading of surfaces that can make consumed authority drift, and thus increase interpretive risk.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "audit-exposition-injection-poisoning",
    "url": "https://gautierdorval.com/en/clarifications/doctrinal-exposure-audit-indirect-injection-rag-poisoning/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Emerging acronyms, non-canonical expansions, and interpretive stability",
    "description": "Emerging acronyms, non-canonical expansions… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "acronymes",
    "url": "https://gautierdorval.com/en/clarifications/emerging-acronyms/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Plausible hypotheses, ungoverned inference, and legitimate abstention",
    "description": "Interpretive clarification prohibiting the production of plausible hypotheses when sensitive information is not explicitly published in canonical sources.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "plausibilite-interdite",
    "url": "https://gautierdorval.com/en/clarifications/forbidden-plausibility/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Clarification: hallucinations, attribution, and interpretive risk",
    "description": "Anti-inference clarification on generative hallucinations, attribution errors, and interpretive risk: operational definition, limits.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "hallucinations-attribution-et-risque-interpretatif",
    "url": "https://gautierdorval.com/en/clarifications/hallucinations-attribution-and-interpretive-risk/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Indirect injection: when “summarize this content” becomes an attack surface",
    "description": "Indirect injection: when “summarize this… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "injection-indirecte-resumer-contenu",
    "url": "https://gautierdorval.com/en/clarifications/indirect-injection-summarize-this-content/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Interpretive authority vs affective sovereignty",
    "description": "Interpretive authority vs affective sovereignty clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "autorite-interpretative-vs-souverainete-affective",
    "url": "https://gautierdorval.com/en/clarifications/interpretive-authority-vs-affective-sovereignty/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Interpretive evidence vs proof of fidelity",
    "description": "Interpretive evidence vs proof of fidelity clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "interpretive-evidence-vs-proof-of-fidelity",
    "url": "https://gautierdorval.com/en/clarifications/interpretive-evidence-vs-proof-of-fidelity/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "The framing role of interpretive legitimacy in AI systems",
    "description": "Clarification of the interpretive legitimacy framing role for agentic and web AI systems: perimeters, inference limits, abstention, escalation.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "role-legitimite-interpretative",
    "url": "https://gautierdorval.com/en/clarifications/interpretive-legitimacy-framing-role/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Legitimate non-response: clarification",
    "description": "Legitimate non-response: clarification clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "clar-non-reponse-legitime",
    "url": "https://gautierdorval.com/en/clarifications/legitimate-non-response/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "LLM perception drift vs AI visibility",
    "description": "Clarification between AI visibility, generative citations, answer presence, and perception stability.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "llm-perception-drift-vs-ai-visibility",
    "url": "https://gautierdorval.com/en/clarifications/llm-perception-drift-vs-ai-visibility/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "LLM visibility vs citability vs recommendability",
    "description": "LLM visibility vs citability vs recommendability clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "llm-visibility-vs-citability-vs-recommendability",
    "url": "https://gautierdorval.com/en/clarifications/llm-visibility-vs-citability-vs-recommendability/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "Clarification: non-agentic systems and interpretive governance",
    "description": "Normative clarification on the application of interpretive governance to non-agentic systems: direct, indirect, contextual, deferred effect.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "systemes-non-agentiques-et-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/clarifications/non-agentic-systems-and-interpretive-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Official site visible vs structuring third parties",
    "description": "Official site visible vs structuring third… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "official-site-visible-vs-structuring-third-parties",
    "url": "https://gautierdorval.com/en/clarifications/official-site-visible-vs-structuring-third-parties/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Operational product authority and doctrinal authority are not the same thing",
    "description": "Operational product authority and doctrinal… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "autorite-produit-vs-autorite-doctrinale",
    "url": "https://gautierdorval.com/en/clarifications/operational-product-authority-and-doctrinal-authority-are-not-the-same-thing/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Prompt injection: authority threat and instruction/data confusion",
    "description": "Prompt injection: authority threat and… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "injection-de-prompt",
    "url": "https://gautierdorval.com/en/clarifications/prompt-injection/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Q-Layer against injection attacks: bounding response conditions",
    "description": "Q-Layer against injection attacks: bounding… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "q-layer-contre-injection",
    "url": "https://gautierdorval.com/en/clarifications/q-layer-against-injection/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "RAG poisoning: corpus contamination and interpretive drift",
    "description": "RAG poisoning: corpus contamination and… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "empoisonnement-rag",
    "url": "https://gautierdorval.com/en/clarifications/rag-poisoning/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Relational clarifications and exclusions",
    "description": "Relational clarifications and exclusions. Clarifies a specific interpretive boundary, anti-inference condition, or response constraint in AI systems.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "relations",
    "url": "https://gautierdorval.com/en/clarifications/relations/",
    "updated": "2026-03-09T00:00:00.000Z"
  },
  {
    "title": "Representation gap vs canon-output gap",
    "description": "Clarification between the public term 'representation gap' and the stricter canonical object 'canon-output gap'.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "representation-gap-vs-canon-output-gap",
    "url": "https://gautierdorval.com/en/clarifications/representation-gap-vs-canon-output-gap/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Semantic integrity vs interpretation integrity",
    "description": "Semantic integrity vs interpretation integrity clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "semantic-integrity-vs-interpretation-integrity",
    "url": "https://gautierdorval.com/en/clarifications/semantic-integrity-vs-interpretation-integrity/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "SEO, generative systems, and the transformation of interpretive conditions",
    "description": "SEO, generative systems, and the… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "seo-systemes-generatifs",
    "url": "https://gautierdorval.com/en/clarifications/seo-and-generative-systems/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Thematic resonance",
    "description": "Thematic resonance clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "resonance-thematique",
    "url": "https://gautierdorval.com/en/clarifications/thematic-resonance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Training data poisoning: source governance and provenance",
    "description": "Clarification on training poisoning: provenance corruption and learned authority. Stabilizes distinctions with data noise and RAG poisoning.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "empoisonnement-donnees-entrainement",
    "url": "https://gautierdorval.com/en/clarifications/training-data-poisoning/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "What a phantom URL does not prove",
    "description": "This clarification sets evidence limits for phantom URLs to prevent over-interpretation of LLMs, agents, and 404 logs.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "url-fantome-ne-prouve-pas",
    "url": "https://gautierdorval.com/en/clarifications/what-a-phantom-url-does-not-prove/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Live web and AI: why the formula is misleading",
    "description": "Live web and AI: why the formula is misleading clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "web-live-n-est-pas-le-web-mobilise",
    "url": "https://gautierdorval.com/en/clarifications/why-live-web-is-a-misleading-formula-for-ai/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Zero-click: loss of value or a shift in sovereignty?",
    "description": "Zero-click: loss of value or a shift in… clarifies a conceptual boundary to prevent confusion in AI interpretation, authority, evidence or governance.",
    "lang": "en",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "zero-click-souverainete",
    "url": "https://gautierdorval.com/en/clarifications/zero-click-sovereignty/",
    "updated": "2026-03-13T00:00:00.000Z"
  },
  {
    "title": "Acronymes émergents, expansions non canoniques et stabilité interprétative",
    "description": "Acronymes émergents, expansions non… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "acronymes",
    "url": "https://gautierdorval.com/clarifications/acronymes/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "AI poisoning : définition et taxonomie",
    "description": "AI poisoning : définition et taxonomie clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-poisoning-definition-taxonomie",
    "url": "https://gautierdorval.com/clarifications/ai-poisoning-definition-taxonomie/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "AI Search Monitoring vs gouvernance de la représentation",
    "description": "AI Search Monitoring vs gouvernance de… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-search-monitoring-vs-representation-governance",
    "url": "https://gautierdorval.com/clarifications/ai-search-monitoring-vs-gouvernance-representation/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Audit doctrinal d’exposition : injection indirecte, RAG poisoning et risque interprétatif",
    "description": "Audit doctrinal d’exposition… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "audit-exposition-injection-poisoning",
    "url": "https://gautierdorval.com/clarifications/audit-exposition-injection-poisoning/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Autorité définie vs autorité inférée",
    "description": "Autorité définie vs autorité inférée clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "autorite-definie-vs-autorite-inferee",
    "url": "https://gautierdorval.com/clarifications/autorite-definie-vs-autorite-inferee/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Autorité interprétative vs souveraineté affective",
    "description": "Autorité interprétative vs… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "autorite-interpretative-vs-souverainete-affective",
    "url": "https://gautierdorval.com/clarifications/autorite-interpretative-vs-souverainete-affective/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Autorité produit opérationnelle et autorité doctrinale ne sont pas la même chose",
    "description": "Autorité produit opérationnelle et… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "autorite-produit-vs-autorite-doctrinale",
    "url": "https://gautierdorval.com/clarifications/autorite-produit-operationnelle-et-autorite-doctrinale-ne-sont-pas-la-meme-chose/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Dérive de perception IA vs dérive interprétative",
    "description": "Clarification entre le terme marché dérive de perception IA et le concept doctrinal plus large de dérive interprétative.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-perception-drift-vs-interpretive-drift",
    "url": "https://gautierdorval.com/clarifications/derive-perception-ia-vs-derive-interpretative/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Dérive de perception IA vs hallucination",
    "description": "Clarification entre hallucination IA ponctuelle et dérive de perception IA stabilisée ou répétée.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "ai-perception-drift-vs-hallucination",
    "url": "https://gautierdorval.com/clarifications/derive-perception-ia-vs-hallucination/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Écart de représentation vs écart canon-sortie",
    "description": "Clarification entre le terme public « écart de représentation » et l’objet canonique plus strict « écart canon-sortie ».",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "representation-gap-vs-canon-output-gap",
    "url": "https://gautierdorval.com/clarifications/ecart-de-representation-vs-ecart-canon-sortie/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Empoisonnement des données d’entraînement : gouvernance des sources et provenance",
    "description": "Empoisonnement des données… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "empoisonnement-donnees-entrainement",
    "url": "https://gautierdorval.com/clarifications/empoisonnement-donnees-entrainement/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Empoisonnement RAG : contamination du corpus et dérive interprétative",
    "description": "Empoisonnement RAG : contamination du… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "empoisonnement-rag",
    "url": "https://gautierdorval.com/clarifications/empoisonnement-rag/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Être cité vs être compris",
    "description": "Être cité vs être compris clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "cited-vs-understood",
    "url": "https://gautierdorval.com/clarifications/etre-cite-vs-etre-compris/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Clarification : hallucinations, attribution et risque interprétatif",
    "description": "Clarification : hallucinations… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "hallucinations-attribution-et-risque-interpretatif",
    "url": "https://gautierdorval.com/clarifications/hallucinations-attribution-et-risque-interpretatif/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Injection de prompt : menace d’autorité et confusion instruction/donnée",
    "description": "Injection de prompt : menace… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "injection-de-prompt",
    "url": "https://gautierdorval.com/clarifications/injection-de-prompt/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Injection indirecte : quand « résume ce contenu » devient une surface d’attaque",
    "description": "Injection indirecte : quand « résume… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "injection-indirecte-resumer-contenu",
    "url": "https://gautierdorval.com/clarifications/injection-indirecte-resumer-contenu/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Intégrité sémantique vs intégrité interprétative",
    "description": "Intégrité sémantique vs intégrité… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "semantic-integrity-vs-interpretation-integrity",
    "url": "https://gautierdorval.com/clarifications/integrite-semantique-vs-integrite-interpretative/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "LLM perception drift vs visibilité IA",
    "description": "Clarification entre visibilité IA, citations génératives, présence dans les réponses et stabilité de perception.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "llm-perception-drift-vs-ai-visibility",
    "url": "https://gautierdorval.com/clarifications/llm-perception-drift-vs-visibilite-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Non-réponse légitime : clarification",
    "description": "Non-réponse légitime : clarification clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "clar-non-reponse-legitime",
    "url": "https://gautierdorval.com/clarifications/non-reponse-legitime/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Hypothèses plausibles, inférence non gouvernée et abstention légitime",
    "description": "Hypothèses plausibles, inférence non… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "plausibilite-interdite",
    "url": "https://gautierdorval.com/clarifications/plausibilite-interdite/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Preuve interprétative vs preuve de fidélité",
    "description": "Preuve interprétative vs preuve de… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "interpretive-evidence-vs-proof-of-fidelity",
    "url": "https://gautierdorval.com/clarifications/preuve-interpretative-vs-preuve-de-fidelite/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "Q-Layer face aux attaques d’injection : bornage des conditions de réponse",
    "description": "Q-Layer face aux attaques d’injection… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "q-layer-contre-injection",
    "url": "https://gautierdorval.com/clarifications/q-layer-contre-injection/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Registre de citation IA vs gouvernance interprétative",
    "description": "Registre de citation IA vs gouvernance… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "registre-citation-ia-vs-gouvernance-interpretative",
    "url": "https://gautierdorval.com/clarifications/registre-citation-ia-vs-gouvernance-interpretative/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Relations",
    "description": "Relations clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "relations",
    "url": "https://gautierdorval.com/clarifications/relations/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Clarification : dépôt démonstrateur “authority governance” (simulation-only)",
    "description": "Clarification : dépôt démonstrateur… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "repo-demonstrateur",
    "url": "https://gautierdorval.com/clarifications/repo-demonstrateur/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Résonance thématique",
    "description": "Résonance thématique clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "resonance-thematique",
    "url": "https://gautierdorval.com/clarifications/resonance-thematique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Rôle de cadrage de la légitimité interprétative des systèmes IA",
    "description": "Rôle de cadrage de la légitimité… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "role-legitimite-interpretative",
    "url": "https://gautierdorval.com/clarifications/role-legitimite-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Sécurité des agents IA : permissions, outils, et non-réponse légitime",
    "description": "Sécurité des agents IA : permissions… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "securite-agents-ia",
    "url": "https://gautierdorval.com/clarifications/securite-agents-ia/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Sens délégué vs délégation silencieuse d’autorité",
    "description": "Sens délégué vs délégation silencieuse… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "delegated-meaning-vs-silent-delegation-of-authority",
    "url": "https://gautierdorval.com/clarifications/sens-delegue-vs-delegation-silencieuse-dautorite/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "SEO, systèmes génératifs et transformation des conditions d’interprétation",
    "description": "Clarification interprétative sur la relation entre SEO et systèmes génératifs. Mutation des conditions d’interprétation sans disparition ni rupture proclamée.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "seo-systemes-generatifs",
    "url": "https://gautierdorval.com/clarifications/seo-systemes-generatifs/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Site officiel visible vs tiers structurants",
    "description": "Site officiel visible vs tiers… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "official-site-visible-vs-structuring-third-parties",
    "url": "https://gautierdorval.com/clarifications/site-officiel-visible-vs-tiers-structurants/",
    "updated": "2026-04-15T00:00:00.000Z"
  },
  {
    "title": "Source citée vs source structurante vs source gouvernante",
    "description": "Source citée vs source structurante vs… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "cited-structuring-governing-source",
    "url": "https://gautierdorval.com/clarifications/source-citee-vs-source-structurante-vs-source-gouvernante/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "404, suppression et citation IA : de quoi parle-t-on exactement ?",
    "description": "404, suppression et citation IA : de… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "suppression-404-citation-ia",
    "url": "https://gautierdorval.com/clarifications/404-suppression-citation-ia/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Clarification : systèmes non-agentiques et gouvernance interprétative",
    "description": "Clarification : systèmes… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "systemes-non-agentiques-et-gouvernance-interpretative",
    "url": "https://gautierdorval.com/clarifications/systemes-non-agentiques-et-gouvernance-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Ce qu’une URL fantôme ne prouve pas",
    "description": "Cette clarification encadre les limites de preuve des URLs fantômes afin d’éviter les surinterprétations sur les LLMs, les agents et les logs 404.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "url-fantome-ne-prouve-pas",
    "url": "https://gautierdorval.com/clarifications/url-fantome-ne-prouve-pas/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Visibilité LLM vs citabilité vs recommandabilité",
    "description": "Visibilité LLM vs citabilité vs… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "llm-visibility-vs-citability-vs-recommendability",
    "url": "https://gautierdorval.com/clarifications/visibilite-llm-vs-citabilite-vs-recommandabilite/",
    "updated": "2026-04-09T00:00:00.000Z"
  },
  {
    "title": "Web live et IA : pourquoi la formule induit en erreur",
    "description": "Web live et IA : pourquoi la formule… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "web-live-n-est-pas-le-web-mobilise",
    "url": "https://gautierdorval.com/clarifications/web-live-ia-formule-trompeuse/",
    "updated": "2026-04-27T00:00:00.000Z"
  },
  {
    "title": "Wikipédia supprimée : une page peut-elle continuer d’agir ?",
    "description": "Wikipédia supprimée : une page… clarifie une frontière conceptuelle pour éviter les confusions en interprétation IA, autorité, preuve ou gouvernance.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "wikipedia-supprimee-continue-agir",
    "url": "https://gautierdorval.com/clarifications/wikipedia-supprimee-continue-agir/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Zero-Click : perte de valeur ou déplacement de souveraineté ?",
    "description": "Le Zero-Click n’élimine pas la valeur : il déplace la souveraineté vers les interfaces et systèmes de réponse. Clarification conceptuelle et risques réels.",
    "lang": "fr",
    "collection": "clarifications",
    "documentType": "clarification",
    "translationKey": "zero-click-souverainete",
    "url": "https://gautierdorval.com/clarifications/zero-click-souverainete/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Agentic: governing AI that acts (open web & closed environments)",
    "description": "Executive synthesis page on agentic AI: what an AI agent is today, why risks change, where classic governance fails, and where interpretive governance begins.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-agentique",
    "url": "https://gautierdorval.com/en/agentic/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Agentic web and Dual Web",
    "description": "Doctrinal position on the agentic web as a third surface of reading and action, between the human surface and the machine-first surface.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "agentic-web-dual-web",
    "url": "https://gautierdorval.com/en/agentic-web-dual-web/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Applied observability and published probative surfaces",
    "description": "Applied observability and published probative… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "observabilite-appliquee-surfaces-probatoires",
    "url": "https://gautierdorval.com/en/doctrine/applied-observability-and-probative-surfaces/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Archives, residual temporalities, and surviving authority",
    "description": "Archives, residual temporalities, and surviving… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "archives-temporalites-residuelles-autorite-survivante",
    "url": "https://gautierdorval.com/en/doctrine/archives-residual-temporalities-and-surviving-authority/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Authority, inference, and decision drift in AI systems",
    "description": "Analysis of the confusion between inference and authority in AI systems, and the decisional drifts produced in the absence of explicit boundaries.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "autorite-et-inference",
    "url": "https://gautierdorval.com/en/authority-and-inference/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Authority Governance (Layer 3): doctrine and regime boundary",
    "description": "Layer 3 doctrine: adjacent regime that bounds executable authority when interpretive outputs become action-bearing inputs.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-authority-governance-layer-3",
    "url": "https://gautierdorval.com/en/doctrine/authority-governance-layer-3/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Baseline observations: Q-Ledger and Q-Metrics",
    "description": "Descriptive reading of the phase 0 baseline: what Q-Ledger and Q-Metrics show, how to read those signals, and where their limits begin.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "observations-baseline-q-ledger-q-metrics",
    "url": "https://gautierdorval.com/en/doctrine/q-layer/baseline-observations-q-ledger-q-metrics/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Baseline (phase 0): Q-Ledger (v0.1) — 2026-01-19 to 2026-02-06",
    "description": "Phase 0 baseline for Q-Ledger v0.1: what was observed, under what conditions, and what this initial baseline cannot prove.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "baseline-phase-0-q-ledger-v0-1-2026-01-19-to-2026-02-06",
    "url": "https://gautierdorval.com/en/doctrine/q-layer/baseline-phase-0-q-ledger-v0-1-2026-01-19-to-2026-02-06/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Black Hat GEO as symptom, not as a regime",
    "description": "Black Hat GEO as symptom, not as a regime states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "black-hat-geo-comme-symptome-pas-comme-regime",
    "url": "https://gautierdorval.com/en/doctrine/black-hat-geo-as-symptom-not-a-regime/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Comparative dossiers and exemplary contradictions",
    "description": "Comparative dossiers and exemplary contradictions states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "dossiers-compares-contradictions-exemplaires",
    "url": "https://gautierdorval.com/en/doctrine/comparative-dossiers-and-exemplary-contradictions/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Derived instruments and non-normative surfaces",
    "description": "Derived instruments and non-normative surfaces states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "instruments-derives",
    "url": "https://gautierdorval.com/en/derived-instruments-and-non-normative-surfaces/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Discoverability vs training",
    "description": "Discoverability vs training states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "decouvrabilite-vs-entrainement",
    "url": "https://gautierdorval.com/en/doctrine/discoverability-vs-training/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Distortion vs inference",
    "description": "This doctrinal distinction separates legitimate bounded inference from distortion that modifies canon, scope, hierarchy, or authority.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "distorsion-vs-inference",
    "url": "https://gautierdorval.com/en/distortion-vs-inference/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Distributed interpretive authority governance: multisite doctrine",
    "description": "Distributed interpretive authority governance… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-autorite-interpretative-distribuee",
    "url": "https://gautierdorval.com/en/doctrine/distributed-interpretive-authority-governance/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Doctrinal jurisprudence: limit cases, exceptions, and counterexamples",
    "description": "Doctrinal jurisprudence: limit cases, exceptions… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "jurisprudence-doctrinale-cas-limites",
    "url": "https://gautierdorval.com/en/doctrine/doctrinal-jurisprudence-limit-cases/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "EAC: minimum doctrinal decisions",
    "description": "Eight minimum decisions that lock External Authority Control (EAC) as a governance layer, distinct from EAC-gap, and bound its scope.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "eac-decisions-minimales",
    "url": "https://gautierdorval.com/en/doctrine/eac-minimum-doctrinal-decisions/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "EAC vs Layer 3: boundary between interpretation and execution",
    "description": "Doctrinal note on the boundary between EAC, Q-Layer, and Layer 3: interpretation, response legitimacy, and executable authority.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "eac-vs-layer-3",
    "url": "https://gautierdorval.com/en/doctrine/eac-vs-layer-3/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Editorial Q-Layer charter: 5 publication rules",
    "description": "Editorial Q-Layer charter: 5 publication rules states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "charte",
    "translationKey": "charte-q-layer-editoriale",
    "url": "https://gautierdorval.com/en/doctrine/editorial-q-layer-charter/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Endogenous governance: canonizing the on-site entity",
    "description": "Endogenous governance: canonizing the on-site entity states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-endogene",
    "url": "https://gautierdorval.com/en/doctrine/endogenous-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Epistemology of interpretive measurement",
    "description": "Epistemology of interpretive measurement states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "epistemologie-mesure-interpretative",
    "url": "https://gautierdorval.com/en/epistemology-of-interpretive-measurement/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Exogenous governance: stabilizing an entity’s external graph",
    "description": "Doctrinal note on exogenous governance: reducing ambiguity and conflicts in external sources used by LLMs, via harmonization, governed negation, and Q-Layer.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-exogene",
    "url": "https://gautierdorval.com/en/doctrine/exogenous-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "External Authority Control (EAC): doctrine page",
    "description": "EAC doctrine: governance layer that qualifies the admissibility of external authorities, reduces interpretive drift, and bounds the exogenous.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-external-authority-control",
    "url": "https://gautierdorval.com/en/doctrine/external-authority-control/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "External coherence graph: mapping an entity’s active sources",
    "description": "External coherence graph: mapping an entity’s… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "graphe-de-coherence-externe",
    "url": "https://gautierdorval.com/en/doctrine/external-coherence-graph/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Formalized test cases and interpretive fixtures",
    "description": "Formalized test cases and interpretive fixtures states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "cas-de-test-formalises-montages-interpretatifs",
    "url": "https://gautierdorval.com/en/doctrine/formalized-test-cases-and-interpretive-fixtures/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "GEO metrics do not govern representation",
    "description": "GEO metrics do not govern representation states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "metriques-geo-ne-pilotent-pas-representation",
    "url": "https://gautierdorval.com/en/doctrine/geo-metrics-do-not-govern-representation/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Governed negation: managing conflicts without amplifying noise",
    "description": "Governed negation: managing conflicts without… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-negation-gouvernee",
    "url": "https://gautierdorval.com/en/doctrine/governed-negation/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "IIP-Scoring™: doctrinal framework for the interpretive integrity measurement protocol",
    "description": "IIP-Scoring™: doctrinal framework for the… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "iip-scoring-cadre-doctrinal",
    "url": "https://gautierdorval.com/en/iip-scoring-doctrinal-framework/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Indexing, answer generation, and training",
    "description": "Indexing, answer generation, and training states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "indexation-vs-reponse-vs-entrainement",
    "url": "https://gautierdorval.com/en/doctrine/indexing-answer-generation-and-training/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Internal systems, knowledge bases, and silent delegation of authority",
    "description": "Internal systems, knowledge bases, and silent… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "systemes-internes-delegation-autorite",
    "url": "https://gautierdorval.com/en/doctrine/internal-systems-and-silent-delegation-of-authority/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Interpretation of AI systems: governance, silence, and canonical reading",
    "description": "Foundational page on how AI interpretation should be governed: canonical reading, authority boundaries, silence, and the role of bounded interpretability.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "interpretation",
    "url": "https://gautierdorval.com/en/interpretation-of-ai-systems-governance-silence-and-canonical-reading/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Interpretive auditability of AI systems",
    "description": "Interpretive auditability defines the conditions that make an AI output explainable, verifiable, and contestable in an interpreted web.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "auditabilite-interpretative",
    "url": "https://gautierdorval.com/en/interpretive-auditability-of-ai-systems/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Interpretive configurations of IIP-Scoring™",
    "description": "This doctrinal note describes the interpretive configurations used to read IIP-Scoring results and to separate distortion patterns from response regimes.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "configurations-interpretatives",
    "url": "https://gautierdorval.com/en/interpretive-configurations-of-iip-scoring/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive dynamics of AI systems",
    "description": "Analysis of the interpretive dynamics of AI systems: coherence production, automatic narration, self-validating loops, and stopping mechanisms.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "dynamiques-interpretatives-des-systemes-ia",
    "url": "https://gautierdorval.com/en/interpretive-dynamics-of-ai-systems/",
    "updated": "2026-03-16T00:00:00.000Z"
  },
  {
    "title": "Interpretive fossilization",
    "description": "Interpretive fossilization names the process by which a drifted reconstruction becomes a stable public attribute through repetition and platform memory.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "fossilisation-interpretative",
    "url": "https://gautierdorval.com/en/interpretive-fossilization/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive governance: perimeter, negations, prevalence, and Q-Layer",
    "description": "Interpretive governance: perimeter, negations, prevalence, and Q-Layer in a machine-readable operational page.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "doc-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/interpretive-governance/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Interpretive governance observability",
    "description": "Interpretive governance observability states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "metrics",
    "url": "https://gautierdorval.com/en/interpretive-governance-observability/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive observability: measuring the stability of reconstructions",
    "description": "Interpretive observability: measuring the… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-observabilite-interpretative",
    "url": "https://gautierdorval.com/en/doctrine/interpretive-observability/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Machine-first visibility doctrine",
    "description": "Machine-first visibility doctrine states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doctrine-visibilite-machine-first",
    "url": "https://gautierdorval.com/en/doctrine/machine-first-visibility-doctrine/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Machine policy surfaces",
    "description": "Maps the main surfaces used to bound access, interpretation, precedence, and machine reading. Explains why they must not be collapsed into one.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "surfaces-de-politique-machine",
    "url": "https://gautierdorval.com/en/doctrine/machine-policy-surfaces/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Media, citation, and the disappearance of origin",
    "description": "Media, citation, and the disappearance of origin states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "medias-citation-disparition-origine",
    "url": "https://gautierdorval.com/en/doctrine/media-citation-and-the-disappearance-of-origin/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Doctrinal position: memory governance",
    "description": "Doctrinal position: memory governance states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-memoire",
    "url": "https://gautierdorval.com/en/doctrine/memory-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Multilingual corpora: translation and version hierarchy",
    "description": "Multilingual corpora: translation and version… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "multilingue-traduction-hierarchie-versions",
    "url": "https://gautierdorval.com/en/doctrine/multilingual-translation-and-version-hierarchy/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Multimodality, PDFs, images, tables, and video: opaque surfaces of authority",
    "description": "Multimodality, PDFs, images, tables, and video… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "multimodalite-surfaces-opaques",
    "url": "https://gautierdorval.com/en/doctrine/multimodality-and-opaque-surfaces/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Ontological architecture of interpretive governance",
    "description": "Ontological architecture of interpretive governance states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "architecture-ontologique",
    "url": "https://gautierdorval.com/en/doctrine/ontological-architecture/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Phantom URL doctrine",
    "description": "Phantom URL doctrine formalizes what non-existent but plausible URLs reveal about AI interpretation, documentary architecture, and the probable Web.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doctrine-url-fantome",
    "url": "https://gautierdorval.com/en/doctrine/phantom-url-doctrine/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "SSA-E + A2 + Dual Web principles",
    "description": "Conceptual framework translating the semantic governance doctrine into interpretable architectural principles, without method or promise of result.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "principes",
    "url": "https://gautierdorval.com/en/principles/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Procedural environments: admissibility, enforceability, and source hierarchy",
    "description": "Procedural environments: admissibility… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "milieux-proceduraux-opposabilite-hierarchie-sources",
    "url": "https://gautierdorval.com/en/doctrine/procedural-environments-admissibility-enforceability-and-source-hierarchy/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Documentation, help center, pricing, and changelog: product source hierarchy",
    "description": "Documentation, help center, pricing, and… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "hierarchie-sources-produit",
    "url": "https://gautierdorval.com/en/doctrine/product-source-hierarchy/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Public benchmarks, observation ledgers, and snapshots",
    "description": "Public benchmarks, observation ledgers, and snapshots states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "benchmarks-publics-journaux-observation-snapshots",
    "url": "https://gautierdorval.com/en/doctrine/public-benchmarks-observation-ledgers-and-snapshots/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Public specification of interpretive governance",
    "description": "Public normative specification of interpretive governance: perimeter, scope, compliance rules, and canonical artifacts.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "specification",
    "translationKey": "specification-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/public-specification-of-interpretive-governance/",
    "updated": "2026-03-09T00:00:00.000Z"
  },
  {
    "title": "Governance of response conditions (Q-Layer)",
    "description": "Governance of response conditions (Q-Layer) states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "q-layer",
    "url": "https://gautierdorval.com/en/doctrine/q-layer/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Q-Ledger: doctrine page",
    "description": "Q-Ledger publishes machine-first governance snapshots derived from edge observations. Scope: observation, not attestation. Chaining, continuity, and archive.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "q-ledger",
    "url": "https://gautierdorval.com/en/doctrine/q-layer/q-ledger/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Q-Metrics: doctrine page",
    "description": "Q-Metrics exposes descriptive indicators derived from Q-Ledger: entrypoint compliance, escape rate, sequence fidelity. Non-normative and non-attestative.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "q-metrics",
    "url": "https://gautierdorval.com/en/doctrine/q-layer/q-metrics/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Reading",
    "description": "Reading page for advanced humans: understanding the SSA-E + A2 + Dual Web doctrine, its scope, hierarchy, and limits. No user manual, no promise.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "lecture",
    "url": "https://gautierdorval.com/en/doctrine/reading/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Rectification, retraction, and doctrinal supersession",
    "description": "Rectification, retraction, and doctrinal supersession states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "rectification-retractation-supersession-doctrinale",
    "url": "https://gautierdorval.com/en/doctrine/rectification-retraction-and-doctrinal-supersession/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Sampling, representativeness, and comparison corpora",
    "description": "Sampling, representativeness, and comparison corpora states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "echantillonnage-representativite-corpus-comparaison",
    "url": "https://gautierdorval.com/en/doctrine/sampling-representativeness-and-comparison-corpora/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Semantic calibration and semantic governance",
    "description": "Semantic calibration and semantic governance states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "calibration-semantique-et-gouvernance-semantique",
    "url": "https://gautierdorval.com/en/doctrine/semantic-calibration-and-semantic-governance/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Signal, proof, and compliance",
    "description": "Signal, proof, and compliance states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "signal-preuve-conformite",
    "url": "https://gautierdorval.com/en/doctrine/signal-proof-and-compliance/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "SSA-E-R: proportionate restitution module under Q-Layer constraint",
    "description": "SSA-E-R: proportionate restitution module under… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "ssa-e-r",
    "url": "https://gautierdorval.com/en/doctrine/ssa-e-r/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Synthesis surfaces and silent authority reallocation",
    "description": "Synthesis surfaces and silent authority reallocation states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "surfaces-synthese-reattribution-autorite",
    "url": "https://gautierdorval.com/en/doctrine/synthesis-surfaces-and-silent-authority-reallocation/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Synthetic empirical observations",
    "description": "Empirical synthesis of field observations documenting interpretive drifts, their patterns, and their effects in an interpreted and agentic web.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "observations-synthetiques",
    "url": "https://gautierdorval.com/en/synthetic-observations/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Third-party platforms, directories, and local surfaces: exogenous stabilization of the entity",
    "description": "Third-party platforms, directories, and local… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "plateformes-tierces-annuaires-surfaces-locales",
    "url": "https://gautierdorval.com/en/doctrine/third-party-platforms-directories-and-local-surfaces/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Version power in a web interpreted by AI",
    "description": "Version power in a web interpreted by AI states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "pouvoir-de-version",
    "url": "https://gautierdorval.com/en/doctrine/version-power/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "When a policy problem becomes a tool problem",
    "description": "Category-formation analysis explaining how some questions of policy, precedence, or permissions eventually become implementation and tooling categories.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "quand-un-probleme-de-politique-devient-un-probleme-outil",
    "url": "https://gautierdorval.com/en/analysis/when-a-policy-problem-becomes-a-tool-problem/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Why AI cite a tool on concrete queries but not on doctrinal ones",
    "description": "Why AI cite a tool on concrete queries but not on… states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "pourquoi-les-ia-citent-un-outil-sur-les-requetes-concretes-mais-pas-sur-les-requetes-doctrinales",
    "url": "https://gautierdorval.com/en/analysis/why-ai-cite-a-tool-on-concrete-queries-but-not-on-doctrinal-ones/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Why robots.txt is not a barrier",
    "description": "Doctrine stating that robots.txt publishes reading conditions and procedural access cues, but is neither a wall nor proof of obedience.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "pourquoi-robots-txt-n-est-pas-une-barriere",
    "url": "https://gautierdorval.com/en/doctrine/why-robots-txt-is-not-a-barrier/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Why the market does not yet formulate this category",
    "description": "Why the market does not yet formulate this category states a doctrinal position on AI interpretation, authority, evidence, governance or response legitimacy.",
    "lang": "en",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "pourquoi-le-marche-ne-formule-pas-encore-cette-categorie",
    "url": "https://gautierdorval.com/en/analysis/why-the-market-does-not-yet-formulate-this-category/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Agentique : gouverner l’IA qui agit (Web ouvert & environnements fermés)",
    "description": "Agentique : gouverner l’IA qui agit (Web… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-agentique",
    "url": "https://gautierdorval.com/agentique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Architecture ontologique de la gouvernance interprétative",
    "description": "Architecture ontologique de la gouvernance… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "architecture-ontologique",
    "url": "https://gautierdorval.com/doctrine/architecture-ontologique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Archives, temporalités résiduelles et autorité survivante",
    "description": "Archives, temporalités résiduelles et… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "archives-temporalites-residuelles-autorite-survivante",
    "url": "https://gautierdorval.com/doctrine/archives-temporalites-residuelles-et-autorite-survivante/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Auditabilité interprétative des systèmes IA",
    "description": "Définition et portée de l’auditabilité interprétative : rendre traçables l’inférence, l’autorité implicite, les refus légitimes et les zones d’inconnu.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "auditabilite-interpretative",
    "url": "https://gautierdorval.com/auditabilite-interpretative/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Authority Governance (Layer 3) : doctrine et frontière de régime",
    "description": "Doctrine de Layer 3 : régime adjacent qui borne l’autorité exécutable quand des sorties interprétatives deviennent des entrées d’action.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-authority-governance-layer-3",
    "url": "https://gautierdorval.com/doctrine/authority-governance-layer-3/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Autorité, inférence et dérive décisionnelle des systèmes IA",
    "description": "Analyse de la confusion entre inférence et autorité dans les systèmes d’IA, et des dérives décisionnelles produites en l’absence de frontières explicites.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "autorite-et-inference",
    "url": "https://gautierdorval.com/autorite-et-inference/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Baseline (phase 0) : Q-Ledger (v0.1) — 2026-01-19 → 2026-02-06",
    "description": "Baseline (phase 0) : Q-Ledger (v0.1) —… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "baseline-phase-0-q-ledger-v0-1-2026-01-19-to-2026-02-06",
    "url": "https://gautierdorval.com/doctrine/q-layer/baseline-phase-0-q-ledger-v0-1-2026-01-19-to-2026-02-06/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Benchmarks publics, journaux d’observation et snapshots",
    "description": "Benchmarks publics, journaux d’observation… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "benchmarks-publics-journaux-observation-snapshots",
    "url": "https://gautierdorval.com/doctrine/benchmarks-publics-journaux-dobservation-et-snapshots/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Le « Black Hat GEO » comme symptôme, pas comme régime",
    "description": "Le « Black Hat GEO » comme symptôme, pas… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "black-hat-geo-comme-symptome-pas-comme-regime",
    "url": "https://gautierdorval.com/doctrine/black-hat-geo-comme-symptome-pas-comme-regime/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Calibration sémantique et gouvernance sémantique",
    "description": "Calibration sémantique et gouvernance… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "calibration-semantique-et-gouvernance-semantique",
    "url": "https://gautierdorval.com/doctrine/calibration-semantique-et-gouvernance-semantique/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Cas de test formalisés et montages interprétatifs minimaux",
    "description": "Cas de test formalisés et montages… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "cas-de-test-formalises-montages-interpretatifs",
    "url": "https://gautierdorval.com/doctrine/cas-de-test-formalises-et-montages-interpretatifs/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Charte Q-layer éditoriale : 5 règles de publication",
    "description": "Charte Q-layer éditoriale : 5 règles de… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "charte",
    "translationKey": "charte-q-layer-editoriale",
    "url": "https://gautierdorval.com/doctrine/charte-q-layer-editoriale/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Configurations interprétatives du IIP-Scoring™",
    "description": "Configurations interprétatives du IIP-Scoring™ formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "configurations-interpretatives",
    "url": "https://gautierdorval.com/configurations-interpretatives/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Découvrabilité vs entraînement",
    "description": "Découvrabilité vs entraînement formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "decouvrabilite-vs-entrainement",
    "url": "https://gautierdorval.com/doctrine/decouvrabilite-vs-entrainement/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Distorsion vs inférence",
    "description": "Clarification doctrinale de la distinction entre inférence (absence d’ancrage) et distorsion (contradiction factuelle) dans le cadre IIP-Scoring™.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "distorsion-vs-inference",
    "url": "https://gautierdorval.com/distorsion-vs-inference/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Doctrine des URLs fantômes",
    "description": "Doctrine des URLs fantômes formalise ce que les URLs inexistantes mais plausibles révèlent de l’interprétation IA, de l’architecture documentaire et du Web probable.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doctrine-url-fantome",
    "url": "https://gautierdorval.com/doctrine/doctrine-url-fantome/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Doctrine de visibilité machine-first",
    "description": "Doctrine de visibilité machine-first formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doctrine-visibilite-machine-first",
    "url": "https://gautierdorval.com/doctrine/doctrine-visibilite-machine-first/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Dossiers comparés et contradictions exemplaires",
    "description": "Dossiers comparés et contradictions… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "dossiers-compares-contradictions-exemplaires",
    "url": "https://gautierdorval.com/doctrine/dossiers-compares-et-contradictions-exemplaires/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Dynamiques interprétatives des systèmes IA",
    "description": "Dynamiques interprétatives des systèmes IA formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "dynamiques-interpretatives-des-systemes-ia",
    "url": "https://gautierdorval.com/dynamiques-interpretatives-des-systemes-ia/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "EAC : décisions doctrinales minimales",
    "description": "Huit décisions minimales qui figent External Authority Control (EAC) comme couche de gouvernance, distincte de EAC-gap, et bornent sa portée.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "eac-decisions-minimales",
    "url": "https://gautierdorval.com/doctrine/eac-decisions-minimales/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "EAC vs Layer 3 : frontière entre interprétation et exécution",
    "description": "Note doctrinale sur la frontière entre EAC, Q-Layer et Layer 3 : interprétation, légitimité de réponse et autorité exécutable.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "eac-vs-layer-3",
    "url": "https://gautierdorval.com/doctrine/eac-vs-layer-3/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Échantillonnage, représentativité et corpus de comparaison",
    "description": "Échantillonnage, représentativité et corpus… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "echantillonnage-representativite-corpus-comparaison",
    "url": "https://gautierdorval.com/doctrine/echantillonnage-representativite-et-corpus-de-comparaison/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Épistémologie de la mesure interprétative",
    "description": "Épistémologie de la mesure interprétative formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "epistemologie-mesure-interpretative",
    "url": "https://gautierdorval.com/epistemologie-mesure-interpretative/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "External Authority Control (EAC) : page doctrinale",
    "description": "Doctrine EAC : couche de gouvernance qui qualifie l’admissibilité des autorités externes, réduit la dérive interprétative et cadre l’exogène.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-external-authority-control",
    "url": "https://gautierdorval.com/doctrine/external-authority-control/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Fossilisation interprétative",
    "description": "Formalisation doctrinale de la fossilisation interprétative : stabilisation durable d’une lecture erronée dans un environnement probabiliste.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "fossilisation-interpretative",
    "url": "https://gautierdorval.com/fossilisation-interpretative/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Gouvernance d’autorité interprétative distribuée : doctrine multisite",
    "description": "Gouvernance d’autorité interprétative… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-autorite-interpretative-distribuee",
    "url": "https://gautierdorval.com/doctrine/gouvernance-autorite-interpretative-distribuee/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Gouvernance endogène : canoniser l’entité on-site",
    "description": "Gouvernance endogène : canoniser l’entité… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-endogene",
    "url": "https://gautierdorval.com/doctrine/gouvernance-endogene/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance exogène : stabiliser le graphe externe d’une entité",
    "description": "Gouvernance exogène : stabiliser le graphe… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-exogene",
    "url": "https://gautierdorval.com/doctrine/gouvernance-exogene/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance interprétative : périmètre, négations, prévalence et Q-Layer",
    "description": "Gouvernance interprétative : périmètre… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-interpretative",
    "url": "https://gautierdorval.com/gouvernance-interpretative/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Position doctrinale : gouvernance de la mémoire",
    "description": "Position doctrinale : gouvernance de la… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-gouvernance-memoire",
    "url": "https://gautierdorval.com/doctrine/gouvernance-memoire/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Graphe de coh\\u00e9rence externe : cartographier les sources actives d\\u2019une entit\\u00e9",
    "description": "Graphe de coh\\u00e9rence externe… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "graphe-de-coherence-externe",
    "url": "https://gautierdorval.com/doctrine/graphe-de-coherence-externe/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Documentation, centre d’aide, tarification et changelog : hiérarchie des sources produit",
    "description": "Documentation, centre d’aide, tarification… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "hierarchie-sources-produit",
    "url": "https://gautierdorval.com/doctrine/hierarchie-des-sources-produit/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "IIP-Scoring™ : cadre doctrinal du protocole de mesure de l’intégrité interprétative",
    "description": "IIP-Scoring™ : cadre doctrinal du protocole… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "iip-scoring-cadre-doctrinal",
    "url": "https://gautierdorval.com/iip-scoring-cadre-doctrinal/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Indexation vs réponse vs entraînement",
    "description": "Indexation vs réponse vs entraînement formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "indexation-vs-reponse-vs-entrainement",
    "url": "https://gautierdorval.com/doctrine/indexation-vs-reponse-vs-entrainement/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Instruments dérivés et surfaces non normatives",
    "description": "Distinction entre doctrine, clarifications et instruments dérivés : cadres d’audit non normatifs, non certificatifs et séparés du corpus doctrinal.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "instruments-derives",
    "url": "https://gautierdorval.com/instruments-derives/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interprétation des systèmes d’IA : gouvernance, silence et lecture canonique",
    "description": "Interprétation des systèmes d’IA… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "interpretation",
    "url": "https://gautierdorval.com/interpretation/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Jurisprudence doctrinale : cas limites, exceptions et contre-exemples",
    "description": "Jurisprudence doctrinale : cas limites… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "jurisprudence-doctrinale-cas-limites",
    "url": "https://gautierdorval.com/doctrine/jurisprudence-doctrinale-cas-limites/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "lecture",
    "description": "lecture formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "lecture",
    "url": "https://gautierdorval.com/doctrine/lecture/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Médias, citation et disparition de l’origine",
    "description": "Médias, citation et disparition de l’origine formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "medias-citation-disparition-origine",
    "url": "https://gautierdorval.com/doctrine/medias-citation-et-disparition-de-lorigine/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Observabilité de la gouvernance interprétative",
    "description": "Observabilité de la gouvernance interprétative formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "metrics",
    "url": "https://gautierdorval.com/metrics/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Les métriques GEO ne pilotent pas la représentation",
    "description": "Les métriques GEO ne pilotent pas la… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "metriques-geo-ne-pilotent-pas-representation",
    "url": "https://gautierdorval.com/doctrine/metriques-geo-ne-pilotent-pas-la-representation/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Milieux procéduraux : admissibilité, opposabilité et hiérarchie des sources",
    "description": "Milieux procéduraux : admissibilité… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "milieux-proceduraux-opposabilite-hierarchie-sources",
    "url": "https://gautierdorval.com/doctrine/milieux-proceduraux-admissibilite-opposabilite-sources/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Multilingue, traduction et hiérarchie des versions",
    "description": "Multilingue, traduction et hiérarchie des… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "multilingue-traduction-hierarchie-versions",
    "url": "https://gautierdorval.com/doctrine/multilingue-traduction-et-hierarchie-des-versions/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Multimodalité, PDF, images, tableaux et vidéo : surfaces opaques de l’autorité",
    "description": "Multimodalité, PDF, images, tableaux et… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "multimodalite-surfaces-opaques",
    "url": "https://gautierdorval.com/doctrine/multimodalite-et-surfaces-opaques/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Négation gouvernée : gérer les conflits sans amplifier le bruit",
    "description": "Négation gouvernée : gérer les conflits… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-negation-gouvernee",
    "url": "https://gautierdorval.com/doctrine/negation-gouvernee/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Observabilité appliquée et surfaces probatoires publiées",
    "description": "Observabilité appliquée et surfaces… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "observabilite-appliquee-surfaces-probatoires",
    "url": "https://gautierdorval.com/doctrine/observabilite-appliquee-et-surfaces-probatoires/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Observabilité interprétative : mesurer la stabilité des reconstructions",
    "description": "Observabilité interprétative : mesurer la… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "doc-observabilite-interpretative",
    "url": "https://gautierdorval.com/doctrine/observabilite-interpretative/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Observations (baseline) : Q-Ledger & Q-Metrics",
    "description": "Observations (baseline) : Q-Ledger & Q-Metrics formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "observations-baseline-q-ledger-q-metrics",
    "url": "https://gautierdorval.com/doctrine/q-layer/observations-baseline-q-ledger-q-metrics/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Observations empiriques synthétiques",
    "description": "Synthèse empirique d’observations terrain documentant les dérives interprétatives, leurs patterns et leurs effets dans un web interprété et agentique.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "observations-synthetiques",
    "url": "https://gautierdorval.com/observations-synthetiques/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Plateformes tierces, annuaires et surfaces locales : stabilisation exogène de l’entité",
    "description": "Plateformes tierces, annuaires et surfaces… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "plateformes-tierces-annuaires-surfaces-locales",
    "url": "https://gautierdorval.com/doctrine/plateformes-tierces-annuaires-et-surfaces-locales/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Pourquoi le marché ne formule pas encore cette catégorie",
    "description": "Pourquoi le marché ne formule pas encore… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "pourquoi-le-marche-ne-formule-pas-encore-cette-categorie",
    "url": "https://gautierdorval.com/analyse/pourquoi-le-marche-ne-formule-pas-encore-cette-categorie/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Pourquoi les IA citent un outil sur les requêtes concrètes mais pas sur les requêtes doctrinales",
    "description": "Pourquoi les IA citent un outil sur les… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "pourquoi-les-ia-citent-un-outil-sur-les-requetes-concretes-mais-pas-sur-les-requetes-doctrinales",
    "url": "https://gautierdorval.com/analyse/pourquoi-les-ia-citent-un-outil-sur-les-requetes-concretes-mais-pas-sur-les-requetes-doctrinales/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Pourquoi robots.txt n’est pas une barrière",
    "description": "Doctrine rappelant que robots.txt publie des conditions de lecture et d’accès procédural, mais ne constitue ni un mur technique ni une preuve d’obéissance.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "pourquoi-robots-txt-n-est-pas-une-barriere",
    "url": "https://gautierdorval.com/doctrine/pourquoi-robots-txt-n-est-pas-une-barriere/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Le pouvoir de version dans un web interprété par les IA",
    "description": "Le pouvoir de version dans un web… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "pouvoir-de-version",
    "url": "https://gautierdorval.com/doctrine/pouvoir-de-version/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Principes SSA-E + A2 + Dual Web",
    "description": "Cadre conceptuel déclinant la doctrine de gouvernance sémantique en principes architecturaux interprétables, sans méthode ni promesse de résultat.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "principes",
    "url": "https://gautierdorval.com/principes/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance des conditions de réponse (Q-Layer)",
    "description": "Gouvernance des conditions de réponse… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "q-layer",
    "url": "https://gautierdorval.com/doctrine/q-layer/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Q-Ledger : page doctrinale",
    "description": "Q-Ledger publie des snapshots de gouvernance dérivés d’observations edge. Portée : observation, pas attestation. Chaînage, continuité et archive.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "q-ledger",
    "url": "https://gautierdorval.com/doctrine/q-layer/q-ledger/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Q-Metrics : page doctrinale",
    "description": "Q-Metrics expose des indicateurs descriptifs dérivés de Q-Ledger (compliance, escape rate, sequence fidelity). Non-normatif, sans attestation.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "q-metrics",
    "url": "https://gautierdorval.com/doctrine/q-layer/q-metrics/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Quand un problème de politique devient un problème-outil",
    "description": "Quand un problème de politique devient un… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "position",
    "translationKey": "quand-un-probleme-de-politique-devient-un-probleme-outil",
    "url": "https://gautierdorval.com/analyse/quand-un-probleme-de-politique-devient-un-probleme-outil/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Rectification, rétractation et supersession doctrinale",
    "description": "Rectification, rétractation et supersession… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "rectification-retractation-supersession-doctrinale",
    "url": "https://gautierdorval.com/doctrine/rectification-retractation-et-supersession-doctrinale/",
    "updated": "2026-03-23T00:00:00.000Z"
  },
  {
    "title": "Signal, preuve et conformité",
    "description": "Signal, preuve et conformité formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "signal-preuve-conformite",
    "url": "https://gautierdorval.com/doctrine/signal-preuve-conformite/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Spécification publique de la gouvernance interprétative",
    "description": "Spécification publique de la gouvernance… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "specification",
    "translationKey": "specification-gouvernance-interpretative",
    "url": "https://gautierdorval.com/specification-gouvernance-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "SSA-E-R : module de restitution proportionnée sous contrainte Q-Layer",
    "description": "SSA-E-R : module de restitution… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "ssa-e-r",
    "url": "https://gautierdorval.com/doctrine/ssa-e-r/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Surfaces de politique machine",
    "description": "Surfaces de politique machine formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "surfaces-de-politique-machine",
    "url": "https://gautierdorval.com/doctrine/surfaces-de-politique-machine/",
    "updated": "2026-03-31T00:00:00.000Z"
  },
  {
    "title": "Surfaces de synthèse et réattribution silencieuse de l’autorité",
    "description": "Surfaces de synthèse et réattribution… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "surfaces-synthese-reattribution-autorite",
    "url": "https://gautierdorval.com/doctrine/surfaces-de-synthese-et-reattribution-de-lautorite/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Systèmes internes, bases de connaissances et délégation silencieuse d’autorité",
    "description": "Systèmes internes, bases de connaissances… formule une position doctrinale sur l’interprétation IA, l’autorité, la preuve, la gouvernance ou la légitimité.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "systemes-internes-delegation-autorite",
    "url": "https://gautierdorval.com/doctrine/systemes-internes-et-delegation-silencieuse-dautorite/",
    "updated": "2026-03-22T00:00:00.000Z"
  },
  {
    "title": "Web agentique et Dual Web",
    "description": "Position doctrinale sur le Web agentique comme troisième surface de lecture et d’action, entre surface humaine et surface machine-first.",
    "lang": "fr",
    "collection": "doctrine",
    "documentType": "doctrine",
    "translationKey": "agentic-web-dual-web",
    "url": "https://gautierdorval.com/web-agentique-dual-web/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Authority conflict governance: advanced interpretive arbitration",
    "description": "Framework for handling conflicting authorities without collapsing them into a false consensus or an arbitrary narrative shortcut.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-conflits-autorite-avancee",
    "url": "https://gautierdorval.com/en/frameworks/advanced-authority-conflict-governance/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Agentic risk matrix (open web & closed environments)",
    "description": "Agentic risk matrix (open web & closed… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "matrice-risques-agentiques",
    "url": "https://gautierdorval.com/en/frameworks/agentic-risk-matrix/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Agentic web readability framework",
    "description": "Framework for auditing a site’s ability to be understood, traversed, and acted upon by AI agents through visual, HTML, and accessibility signals.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "agentic-web-readability-framework",
    "url": "https://gautierdorval.com/en/frameworks/agentic-web-readability-framework/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "AI citation audit scoring matrix",
    "description": "A scoring matrix for separating AI citation access, retrieval, extraction, role, fidelity and stability.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "framework-ai-citation-audit-scoring-matrix",
    "url": "https://gautierdorval.com/en/frameworks/ai-citation-audit-scoring-matrix/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI citation quality matrix",
    "description": "Matrix for qualifying whether an AI citation is governing, supporting, illustrative, ornamental, outdated, contradictory or insufficient.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "framework-ai-citation-quality-matrix",
    "url": "https://gautierdorval.com/en/frameworks/ai-citation-quality-matrix/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI citation readiness checklist",
    "description": "Operational checklist for reviewing whether a page, source or corpus is ready to be retrieved, cited and governed in AI-mediated answers.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "framework-ai-citation-readiness-checklist",
    "url": "https://gautierdorval.com/en/frameworks/ai-citation-readiness-checklist/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "AI perception stability matrix",
    "description": "Matrix for qualifying AI perception stability across identity, category, perimeter, evidence, temporality, recommendability, and cross-system convergence.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "ai-perception-stability-matrix",
    "url": "https://gautierdorval.com/en/frameworks/ai-perception-stability-matrix/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Anti-interpretive capture (defense against signal saturation)",
    "description": "Framework for resisting interpretive capture when repeated, proximate, or dominant signals saturate a system and begin to replace the canon.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "contre-capture-interpretative",
    "url": "https://gautierdorval.com/en/frameworks/anti-interpretive-capture/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Canon vs inference mechanics (traceability and proof of fidelity)",
    "description": "Framework for distinguishing canon from inference and for producing proof of fidelity that keeps high-impact outputs inside declared canonical bounds.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "canon-vs-inference-preuve-fidelite",
    "url": "https://gautierdorval.com/en/frameworks/canon-vs-inference-proof-of-fidelity/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Citations, inference, and distortion: why interpretive fidelity matters more than visibility",
    "description": "Citations, inference, and distortion: why… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "citations-fidelite-interpretative",
    "url": "https://gautierdorval.com/en/frameworks/citations-inference-distortion-interpretive-fidelity/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "CTIC: cross-layer transactional coherence",
    "description": "CTIC defines the minimum coherence required across interpretive, governance, and execution layers when a state change or transactional effect is involved.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "ctic",
    "url": "https://gautierdorval.com/en/frameworks/ctic-cross-layer-transactional-coherence/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Governance of dynamic states: volatile variables and interpretive truth",
    "description": "Framework for handling volatile states, changing variables, and time-bounded truths without turning temporary data into stable doctrine.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-etats-dynamiques",
    "url": "https://gautierdorval.com/en/frameworks/dynamic-state-governance/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Endogenous governance: canonizing the on-site entity (process)",
    "description": "Endogenous governance: canonizing the… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "gouvernance-endogene-canonisation",
    "url": "https://gautierdorval.com/en/frameworks/endogenous-governance-canonizing-the-on-site-entity/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Enforceable response conditions for AI agents",
    "description": "Enforceable response conditions for AI agents presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "conditions-de-reponse-agentiques",
    "url": "https://gautierdorval.com/en/frameworks/enforceable-response-conditions-for-ai-agents/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Entity collision governance (defensive disambiguation)",
    "description": "Framework for handling entity collisions and preventing one entity from absorbing the properties, evidence, or authority of another.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gestion-collisions-entites",
    "url": "https://gautierdorval.com/en/frameworks/entity-collision-governance/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Entity collisions and the interpretive graph: advanced stabilization",
    "description": "Entity collisions and the interpretive… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "collisions-entites-graphe-interpretatif",
    "url": "https://gautierdorval.com/en/frameworks/entity-collisions-and-the-interpretive-graph/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Exogenous governance: external graph stabilization (process)",
    "description": "Exogenous governance: external graph… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "gouvernance-exogene-stabilisation-graphe",
    "url": "https://gautierdorval.com/en/frameworks/exogenous-governance-external-graph-stabilization/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Fan-out query map",
    "description": "A practical framework for mapping the adjacent questions that influence retrieval and AI source selection.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "framework-fan-out-query-map",
    "url": "https://gautierdorval.com/en/frameworks/fan-out-query-map/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Governance of closed environments: interpretive enclave and execution control",
    "description": "Framework for governing closed environments where AI systems do not only answer but trigger or influence execution inside bounded business systems.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-environnements-fermes-controle-execution",
    "url": "https://gautierdorval.com/en/frameworks/governance-of-closed-environments-and-execution-control/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Governance of identifiers: multigraph disambiguation and machine-first anchoring",
    "description": "Governance of identifiers: multigraph… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-identifiants-desambiguisation",
    "url": "https://gautierdorval.com/en/frameworks/identifier-governance-multigraph-disambiguation/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "IIP-Scoring™: operational method (bounded public view)",
    "description": "Public bounded method for running IIP-Scoring™ without disclosing private thresholds or internal calibration logic.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "iip-scoring-methode",
    "url": "https://gautierdorval.com/en/frameworks/iip-scoring-operational-method/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Instability of AI recommendations and interpretive governance",
    "description": "Framework for understanding why AI recommendations drift across contexts and how interpretive governance can bound recommendation instability.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "instabilite-recommandations-ia-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/frameworks/instability-of-ai-recommendations-and-interpretive-governance/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interpretation integrity audit: full end-to-end protocol",
    "description": "Interpretation integrity audit: full… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "audit-integrite-interpretative-protocole",
    "url": "https://gautierdorval.com/en/frameworks/interpretation-integrity-audit-protocol/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Interpretive correction governance (debt resorption)",
    "description": "Framework for correcting interpretive drift over time by identifying debt, prioritizing remediation, and preventing recurrence after publication.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "correction-interpretative-resorption-dette",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-correction-debt-resorption/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive debt: accumulation dynamics and extinction (complete operating framework)",
    "description": "Interpretive debt: accumulation dynamics and… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "dette-interpretative-extinction",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-debt-accumulation-and-extinction/",
    "updated": "2026-03-12T00:00:00.000Z"
  },
  {
    "title": "Interpretive debt: analytical framework",
    "description": "Analytical framework for identifying, classifying, and monitoring interpretive debt as the accumulation of unresolved distortions in an interpreted web.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "dette-interpretative-analyse",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-debt-analytic-framework/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Typology of interpretive drifts in agentic systems",
    "description": "Typology of interpretive drifts in agentic… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "derives-interpretatives-agentiques",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-drifts-in-agentic-systems/",
    "updated": "2026-03-12T00:00:00.000Z"
  },
  {
    "title": "Interpretive governance for AI agents (open web & closed environments)",
    "description": "Interpretive governance for AI agents (open… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-interpretative-agentique",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-governance-for-ai-agents/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Interpretive governance maturity model: levels, evidence, requirements",
    "description": "Interpretive governance maturity model… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "modele-maturite-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-governance-maturity-model/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive observability: metrics, logs, evidence",
    "description": "Framework for building an observability layer around interpretive stability, using metrics, logs, and evidence without confusing observation with attestation.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "observabilite-interpretative-metrics",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-observability-metrics-logs-evidence/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Interpretive persistence audit after deletion, correction, or 404",
    "description": "Interpretive persistence audit after… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "audit-persistance-interpretative-suppression-correction-404",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-persistence-audit-after-deletion-correction-or-404/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Interpretive sustainability: analytical framework and maintenance conditions",
    "description": "Analytical framework for evaluating whether an interpretive governance regime can remain stable, maintainable, and governable over time.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "soutenabilite-interpretative-analyse",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-sustainability-analytic-framework/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Interpretive sustainability: correction budget and LTS governance",
    "description": "Framework for allocating correction budget and establishing long-term support discipline for interpretive governance surfaces.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "soutenabilite-interpretative-budget-lts",
    "url": "https://gautierdorval.com/en/frameworks/interpretive-sustainability-correction-budget-and-lts-governance/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Legitimate non-response protocol (rules and tests)",
    "description": "Protocol defining when an AI system should abstain, request clarification, or explicitly refuse to conclude because the canon does not authorize the answer.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "protocole-non-reponse-legitime",
    "url": "https://gautierdorval.com/en/frameworks/legitimate-non-response-protocol/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "LLM perception drift measurement protocol",
    "description": "Protocol for measuring LLM perception drift from a baseline, a canon, multi-model outputs, and a documented canon-output gap.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "llm-perception-drift-measurement-protocol",
    "url": "https://gautierdorval.com/en/frameworks/llm-perception-drift-measurement-protocol/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Machine-first visibility operating model",
    "description": "Machine-first visibility operating model presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "mode-operatoire-visibilite-machine-first",
    "url": "https://gautierdorval.com/en/frameworks/machine-first-visibility-operating-model/",
    "updated": "2026-03-24T00:00:00.000Z"
  },
  {
    "title": "Multi-AI stabilization: inter-model coherence",
    "description": "Framework for reducing interpretive variance across several AI systems by stabilizing the canonical surface rather than optimizing isolated prompts.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "stabilisation-multi-ia-coherence-intermodeles",
    "url": "https://gautierdorval.com/en/frameworks/multi-ai-stabilization-intermodel-coherence/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Multisite framework for distributed interpretive authority",
    "description": "Multisite framework for distributed… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "cadre-multisite-gouvernance-autorite-interpretative",
    "url": "https://gautierdorval.com/en/frameworks/multisite-framework-for-distributed-interpretive-authority/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Phantom URL audit",
    "description": "Phantom URL audit provides a method to qualify non-existent but plausible URLs, cluster them, and decide whether to create, redirect, clarify, or keep a 404.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "audit-urls-fantomes",
    "url": "https://gautierdorval.com/en/frameworks/phantom-url-audit/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Protocol for exogenous deactivation of residual authority",
    "description": "Protocol for exogenous deactivation of… presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "protocole-desactivation-exogene-autorite-residuelle",
    "url": "https://gautierdorval.com/en/frameworks/protocol-for-exogenous-deactivation-of-residual-authority/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Q-Layer: governance of response conditions (full framework)",
    "description": "Full framework for governing the conditions under which a response may be produced, qualified, narrowed, or refused.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "q-layer-gouvernance-conditions-reponse",
    "url": "https://gautierdorval.com/en/frameworks/q-layer-governance-of-response-conditions/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "RAG governance: retrieval and inference control",
    "description": "RAG governance: retrieval and inference control presents an operational framework for governing interpretation, authority, evidence and AI response conditions.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-rag-controle-retrieval",
    "url": "https://gautierdorval.com/en/frameworks/rag-governance-retrieval-and-inference-control/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "RAG governance vs interpretive governance",
    "description": "Framework explaining why RAG governance is not equivalent to interpretive governance and why the latter remains broader than retrieval architecture.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-rag-vs-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/frameworks/rag-governance-vs-interpretive-governance/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Release discipline and version power for the interpreted web",
    "description": "Framework for treating interpretive correction like software maintenance: release discipline, change visibility, rollback logic, and continuity over time.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "discipline-version-release",
    "url": "https://gautierdorval.com/en/frameworks/release-discipline-and-version-power/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Statement-level authority retention framework",
    "description": "A diagnostic framework for testing whether an extracted statement retains issuer, source, time, scope, status, and interpretive limits inside an AI response.",
    "lang": "en",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "cadre-retention-autorite-niveau-enonce",
    "url": "https://gautierdorval.com/en/frameworks/statement-level-authority-retention-framework/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Audit d’intégrité interprétative : protocole complet (end-to-end)",
    "description": "Audit d’intégrité interprétative : protocole… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "audit-integrite-interpretative-protocole",
    "url": "https://gautierdorval.com/frameworks/audit-integrite-interpretative-protocole/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Audit de persistance interprétative après suppression, correction ou 404",
    "description": "Audit de persistance interprétative après… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "audit-persistance-interpretative-suppression-correction-404",
    "url": "https://gautierdorval.com/frameworks/audit-persistance-interpretative-suppression-correction-404/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Audit des URLs fantômes",
    "description": "Audit des URLs fantômes propose une méthode pour qualifier les URLs inexistantes mais plausibles, les clusteriser et décider s’il faut créer, rediriger, clarifier ou laisser en 404.",
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    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "audit-urls-fantomes",
    "url": "https://gautierdorval.com/frameworks/audit-urls-fantomes/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Cadre de lisibilité agentique du Web",
    "description": "Framework pour auditer la capacité d’un site à être compris, parcouru et actionné par des agents IA à partir de ses signaux visuels, HTML et accessibilité.",
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    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "agentic-web-readability-framework",
    "url": "https://gautierdorval.com/frameworks/cadre-lisibilite-agentique-web/",
    "updated": "2026-05-12T00:00:00.000Z"
  },
  {
    "title": "Cadre multisite de gouvernance d’autorité interprétative distribuée",
    "description": "Cadre multisite de gouvernance d’autorité… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "cadre-multisite-gouvernance-autorite-interpretative",
    "url": "https://gautierdorval.com/frameworks/cadre-multisite-gouvernance-autorite-interpretative/",
    "updated": "2026-03-29T00:00:00.000Z"
  },
  {
    "title": "Cadre de rétention de l’autorité au niveau de l’énoncé",
    "description": "Cadre de rétention de l’autorité au niveau de… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "cadre-retention-autorite-niveau-enonce",
    "url": "https://gautierdorval.com/frameworks/cadre-retention-autorite-niveau-enonce/",
    "updated": "2026-04-28T00:00:00.000Z"
  },
  {
    "title": "Mécanique « canon vs inférence » (traçabilité et preuve de fidélité)",
    "description": "Mécanique « canon vs inférence » (traçabilité et… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "canon-vs-inference-preuve-fidelite",
    "url": "https://gautierdorval.com/frameworks/canon-vs-inference-preuve-fidelite/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Carte des requêtes fan-out",
    "description": "Un cadre pratique pour cartographier les questions adjacentes qui influencent la récupération et la sélection des sources IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "framework-fan-out-query-map",
    "url": "https://gautierdorval.com/frameworks/carte-requetes-fan-out/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Checklist de préparation aux citations IA",
    "description": "Checklist opérationnelle pour vérifier si une page, une source ou un corpus est prêt à être récupéré, cité et gouverné dans les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "framework-ai-citation-readiness-checklist",
    "url": "https://gautierdorval.com/frameworks/checklist-preparation-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Citations, inférence et distorsion : pourquoi la fidélité interprétative compte plus que la visibilité",
    "description": "Citations, inférence et distorsion : pourquoi la… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "citations-fidelite-interpretative",
    "url": "https://gautierdorval.com/frameworks/citations-fidelite-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Collisions d’entités et graphe interprétatif : stabilisation avancée",
    "description": "Collisions d’entités et graphe interprétatif… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "collisions-entites-graphe-interpretatif",
    "url": "https://gautierdorval.com/frameworks/collisions-entites-graphe-interpretatif/",
    "updated": "2026-03-26T00:00:00.000Z"
  },
  {
    "title": "Conditions de réponse opposables pour agents IA",
    "description": "Conditions de réponse opposables pour agents IA présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "conditions-de-reponse-agentiques",
    "url": "https://gautierdorval.com/frameworks/conditions-de-reponse-agentiques/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Contre-capture interprétative (défense contre saturation de signaux)",
    "description": "Contre-capture interprétative (défense contre… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "contre-capture-interpretative",
    "url": "https://gautierdorval.com/frameworks/contre-capture-interpretative/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Gestion de la correction interprétative (résorption de dette)",
    "description": "Gestion de la correction interprétative… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "correction-interpretative-resorption-dette",
    "url": "https://gautierdorval.com/frameworks/correction-interpretative-resorption-dette/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "CTIC : cohérence transactionnelle inter-couches",
    "description": "CTIC : cohérence transactionnelle inter-couches présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "ctic",
    "url": "https://gautierdorval.com/frameworks/ctic/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Typologie des dérives interprétatives en agentique",
    "description": "Typologie des dérives interprétatives en agentique présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "derives-interpretatives-agentiques",
    "url": "https://gautierdorval.com/frameworks/derives-interpretatives-agentiques/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Dette interprétative : cadre analytique",
    "description": "Dette interprétative : cadre analytique présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "dette-interpretative-analyse",
    "url": "https://gautierdorval.com/frameworks/dette-interpretative-analyse/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Dette interprétative : dynamique d’accumulation et extinction (cadre opératoire complet)",
    "description": "Dette interprétative : dynamique d’accumulation et… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "dette-interpretative-extinction",
    "url": "https://gautierdorval.com/frameworks/dette-interpretative-extinction/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Mise à jour et pouvoir de version (release discipline pour le web interprété)",
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    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "discipline-version-release",
    "url": "https://gautierdorval.com/frameworks/discipline-version-release/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Gestion des collisions d’entités (désambiguïsation défensive)",
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    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gestion-collisions-entites",
    "url": "https://gautierdorval.com/frameworks/gestion-collisions-entites/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Gouvernance des conflits d’autorité : cadre avancé d’arbitrage interprétatif",
    "description": "Gouvernance des conflits d’autorité : cadre avancé… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-conflits-autorite-avancee",
    "url": "https://gautierdorval.com/frameworks/gouvernance-conflits-autorite-avancee/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Gouvernance endogène : canoniser l’entité on-site (process)",
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    "lang": "fr",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "gouvernance-endogene-canonisation",
    "url": "https://gautierdorval.com/frameworks/gouvernance-endogene-canonisation/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance des environnements fermés : enclave interprétative et contrôle d’exécution",
    "description": "Gouvernance des environnements fermés : enclave… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-environnements-fermes-controle-execution",
    "url": "https://gautierdorval.com/frameworks/gouvernance-environnements-fermes-controle-execution/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Gouvernance des états dynamiques : variables volatiles et vérité interprétative",
    "description": "Gouvernance des états dynamiques : variables… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-etats-dynamiques",
    "url": "https://gautierdorval.com/frameworks/gouvernance-etats-dynamiques/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Gouvernance exogène : stabilisation du graphe externe (process)",
    "description": "Gouvernance exogène : stabilisation du graphe… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "gouvernance-exogene-stabilisation-graphe",
    "url": "https://gautierdorval.com/frameworks/gouvernance-exogene-stabilisation-graphe/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance des identifiants : désambiguïsation multi-graphes et ancrage machine-first",
    "description": "Gouvernance des identifiants : désambiguïsation… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-identifiants-desambiguisation",
    "url": "https://gautierdorval.com/frameworks/gouvernance-identifiants-desambiguisation/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Gouvernance interprétative des agents IA (Web ouvert & environnements fermés)",
    "description": "Gouvernance interprétative des agents IA (Web… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-interpretative-agentique",
    "url": "https://gautierdorval.com/frameworks/gouvernance-interpretative-agentique/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Gouvernance RAG : contrôle du retrieval et de l’inférence",
    "description": "Gouvernance RAG : contrôle du retrieval et de… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-rag-controle-retrieval",
    "url": "https://gautierdorval.com/frameworks/gouvernance-rag-controle-retrieval/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "RAG governance vs gouvernance interprétative",
    "description": "RAG governance vs gouvernance interprétative présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "gouvernance-rag-vs-gouvernance-interpretative",
    "url": "https://gautierdorval.com/frameworks/gouvernance-rag-vs-gouvernance-interpretative/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "IIP-Scoring™ : méthode opératoire (vue publique bornée)",
    "description": "IIP-Scoring™ : méthode opératoire (vue publique… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "methode",
    "translationKey": "iip-scoring-methode",
    "url": "https://gautierdorval.com/frameworks/iip-scoring-methode/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Instabilité des recommandations IA et gouvernance interprétative",
    "description": "Instabilité des recommandations IA et gouvernance… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "instabilite-recommandations-ia-gouvernance-interpretative",
    "url": "https://gautierdorval.com/frameworks/instabilite-recommandations-ia-gouvernance-interpretative/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Matrice de qualité des citations IA",
    "description": "Matrice pour qualifier si une citation IA est gouvernante, d’appui, illustrative, ornementale, périmée, contradictoire ou insuffisante.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "framework-ai-citation-quality-matrix",
    "url": "https://gautierdorval.com/frameworks/matrice-qualite-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Matrice de risques agentiques (Web ouvert & environnements fermés)",
    "description": "Matrice de risques agentiques (Web ouvert &… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "matrice-risques-agentiques",
    "url": "https://gautierdorval.com/frameworks/matrice-risques-agentiques/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Matrice de score d’audit des citations IA",
    "description": "Une matrice de score pour séparer accès, récupération, extraction, rôle, fidélité et stabilité des citations IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "framework-ai-citation-audit-scoring-matrix",
    "url": "https://gautierdorval.com/frameworks/matrice-score-audit-citations-ia/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Matrice de stabilité de perception IA",
    "description": "Matrice pour qualifier la stabilité de perception IA selon l’identité, la catégorie, le périmètre, la preuve, la temporalité, la recommandabilité et la convergence inter-systèmes.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "matrice",
    "translationKey": "ai-perception-stability-matrix",
    "url": "https://gautierdorval.com/frameworks/matrice-stabilite-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Mode opératoire de visibilité machine-first",
    "description": "Mode opératoire de visibilité machine-first présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "mode-operatoire-visibilite-machine-first",
    "url": "https://gautierdorval.com/frameworks/mode-operatoire-visibilite-machine-first/",
    "updated": "2026-03-24T00:00:00.000Z"
  },
  {
    "title": "Modèle de maturité en gouvernance interprétative : niveaux, preuves, exigences",
    "description": "Modèle de maturité en gouvernance interprétative… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "modele-maturite-gouvernance-interpretative",
    "url": "https://gautierdorval.com/frameworks/modele-maturite-gouvernance-interpretative/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Observabilité interprétative : métriques, journaux, preuves",
    "description": "Observabilité interprétative : métriques… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "observabilite-interpretative-metrics",
    "url": "https://gautierdorval.com/frameworks/observabilite-interpretative-metrics/",
    "updated": "2026-03-25T00:00:00.000Z"
  },
  {
    "title": "Protocole de désactivation exogène d’une autorité résiduelle",
    "description": "Protocole de désactivation exogène d’une autorité… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "protocole-desactivation-exogene-autorite-residuelle",
    "url": "https://gautierdorval.com/frameworks/protocole-desactivation-exogene-autorite-residuelle/",
    "updated": "2026-04-14T00:00:00.000Z"
  },
  {
    "title": "Protocole de mesure de la dérive de perception IA",
    "description": "Protocole pour mesurer une dérive de perception IA à partir d’une baseline, d’un canon, de sorties multi-modèles et d’un écart canon-sortie documenté.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "llm-perception-drift-measurement-protocol",
    "url": "https://gautierdorval.com/frameworks/protocole-mesure-derive-perception-ia/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Protocole de non-réponse légitime (règles + tests)",
    "description": "Protocole de non-réponse légitime (règles + tests) présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "protocole",
    "translationKey": "protocole-non-reponse-legitime",
    "url": "https://gautierdorval.com/frameworks/protocole-non-reponse-legitime/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Q-Layer : gouvernance des conditions de réponse (cadre complet)",
    "description": "Cadre complet du Q-Layer pour gouverner les conditions de réponse des systèmes IA : périmètre, autorité, non-réponse légitime, preuve, conflits et auditabilité.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "q-layer-gouvernance-conditions-reponse",
    "url": "https://gautierdorval.com/frameworks/q-layer-gouvernance-conditions-reponse/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Soutenabilité interprétative : cadre analytique et conditions de maintien",
    "description": "Soutenabilité interprétative : cadre analytique et… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "soutenabilite-interpretative-analyse",
    "url": "https://gautierdorval.com/frameworks/soutenabilite-interpretative-analyse/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Soutenabilité interprétative : budget de correction et gouvernance LTS",
    "description": "Soutenabilité interprétative : budget de… présente un cadre opérationnel pour gouverner l’interprétation, l’autorité, la preuve et les réponses IA.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "soutenabilite-interpretative-budget-lts",
    "url": "https://gautierdorval.com/frameworks/soutenabilite-interpretative-budget-lts/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Stabilisation multi-IA : cohérence inter-modèles",
    "description": "Framework de stabilisation multi-IA pour mesurer et réduire les divergences d’interprétation entre modèles (LLM), moteurs de réponse et environnements RAG.",
    "lang": "fr",
    "collection": "frameworks",
    "documentType": "framework",
    "translationKey": "stabilisation-multi-ia-coherence-intermodeles",
    "url": "https://gautierdorval.com/frameworks/stabilisation-multi-ia-coherence-intermodeles/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Glossary: agentic execution and transactional control",
    "description": "Glossary: agentic execution and transactional… maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-agentic-execution-transactional-control",
    "url": "https://gautierdorval.com/en/glossary/agentic-execution-transactional-control/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: agentic, RAG, environments",
    "description": "Glossary: agentic, RAG, environments maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-agentique-rag-environnements",
    "url": "https://gautierdorval.com/en/glossary/agentic-rag-environments/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: canon, authority, non-response",
    "description": "Glossary: canon, authority, non-response maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-canon-autorite",
    "url": "https://gautierdorval.com/en/glossary/canon-authority-non-response/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Canon, corpus, and machine readability",
    "description": "Canon, corpus, and machine readability maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-canon-corpus-machine-readability",
    "url": "https://gautierdorval.com/en/glossary/canon-corpus-machine-readability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: capture, contamination, collisions",
    "description": "Glossary: capture, contamination, collisions maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-capture-contamination-collisions",
    "url": "https://gautierdorval.com/en/glossary/capture-contamination-collisions/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Glossary: debt, maintenance, and deprecation",
    "description": "Glossary: debt, maintenance, and deprecation maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "phase12-lexique-debt-maintenance-deprecation",
    "url": "https://gautierdorval.com/en/glossary/debt-maintenance-deprecation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: drifts and interpretive inertia",
    "description": "Glossary: drifts and interpretive inertia maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-derives-inertie",
    "url": "https://gautierdorval.com/en/glossary/drifts-and-interpretive-inertia/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: proof, audit, and observability",
    "description": "Glossary: proof, audit, and observability maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-preuve-audit-observabilite",
    "url": "https://gautierdorval.com/en/glossary/glossary-proof-audit-observability/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Glossary: inference, arbitration, and interpretive error space",
    "description": "Glossary family for interpretive error space, free inference, default inference, arbitration, indeterminacy, and interpretive fidelity.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-inference-arbitration-error-space",
    "url": "https://gautierdorval.com/en/glossary/inference-arbitration-error-space/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary of interpretive governance",
    "description": "Glossary of interpretive governance. Glossary entry within interpretive governance, semantic architecture, and AI systems.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/glossary/interpretive-governance/",
    "updated": "2026-03-09T00:00:00.000Z"
  },
  {
    "title": "Market visibility, citability, and recommendability",
    "description": "Market visibility, citability, and recommendability maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-market-visibility-citability-recommendability",
    "url": "https://gautierdorval.com/en/glossary/market-visibility-citability-recommendability/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "Glossary: memory, persistence, remanence, and correction",
    "description": "Glossary: memory, persistence, remanence, and… maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-memory-persistence-remanence-correction",
    "url": "https://gautierdorval.com/en/glossary/memory-persistence-remanence-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: opposability, enforceability, and procedural accountability",
    "description": "Glossary: opposability, enforceability, and… maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-opposability-enforceability-procedural-accountability",
    "url": "https://gautierdorval.com/en/glossary/opposability-enforceability-procedural-accountability/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: phantom URLs, latent surfaces and documentary coherence",
    "description": "Glossary covering phantom URLs, interpretive 404s, latent documentary surfaces and machine expectation mapping.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-urls-fantomes-surfaces-latentes",
    "url": "https://gautierdorval.com/en/glossary/phantom-urls-latent-surfaces/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Glossary: RAG, retrieval, and documentary chain",
    "description": "Glossary: RAG, retrieval, and documentary chain maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-rag-retrieval-documentary-chain",
    "url": "https://gautierdorval.com/en/glossary/rag-retrieval-documentary-chain/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: semantic architecture and entity stability",
    "description": "Glossary: semantic architecture and entity stability maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-architecture-semantique-stabilite-entites",
    "url": "https://gautierdorval.com/en/glossary/semantic-architecture-entity-stability/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Service audits and market entry points",
    "description": "Service audits and market entry points maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-service-audits-market-entry-points",
    "url": "https://gautierdorval.com/en/glossary/service-audits-market-entry-points/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Services, audits, and market bridge vocabulary",
    "description": "Lexical family for market-facing audit and service labels that route AI visibility demand toward interpretive governance.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-services-audits-market-bridge",
    "url": "https://gautierdorval.com/en/glossary/services-audits-market-bridge/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Glossary: sustainability, debt, correction",
    "description": "Glossary: sustainability, debt, correction maps related terms for interpreting AI governance, authority, evidence, visibility and semantic stability.",
    "lang": "en",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-soutenabilite-dette-correction",
    "url": "https://gautierdorval.com/en/glossary/sustainability-debt-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : agentique, RAG, environnements",
    "description": "Lexique : agentique, RAG, environnements cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-agentique-rag-environnements",
    "url": "https://gautierdorval.com/lexique/lexique-agentique-rag-environnements/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : architecture sémantique et stabilité des entités",
    "description": "Lexique : architecture sémantique et stabilité des… cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-architecture-semantique-stabilite-entites",
    "url": "https://gautierdorval.com/lexique/architecture-semantique-stabilite-entites/",
    "updated": "2026-05-08T00:00:00.000Z"
  },
  {
    "title": "Audits de service et points d’entrée marché",
    "description": "Audits de service et points d’entrée marché cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-service-audits-market-entry-points",
    "url": "https://gautierdorval.com/lexique/audits-services-points-entree-marche/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : canon, autorité, non-réponse",
    "description": "Lexique : canon, autorité, non-réponse cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-canon-autorite",
    "url": "https://gautierdorval.com/lexique/lexique-canon-autorite/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Canon, corpus et lisibilité machine",
    "description": "Canon, corpus et lisibilité machine cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-canon-corpus-machine-readability",
    "url": "https://gautierdorval.com/lexique/canon-corpus-lisibilite-machine/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : capture, contamination, collisions",
    "description": "Lexique : capture, contamination, collisions cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-capture-contamination-collisions",
    "url": "https://gautierdorval.com/lexique/lexique-capture-contamination-collisions/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Lexique : dérives et inertie interprétative",
    "description": "Lexique : dérives et inertie interprétative cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-derives-inertie",
    "url": "https://gautierdorval.com/lexique/lexique-derives-inertie/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : dette, maintenance et dépréciation",
    "description": "Lexique : dette, maintenance et dépréciation cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "phase12-lexique-debt-maintenance-deprecation",
    "url": "https://gautierdorval.com/lexique/dette-maintenance-depreciation/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : exécution agentique et contrôle transactionnel",
    "description": "Lexique : exécution agentique et contrôle… cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-agentic-execution-transactional-control",
    "url": "https://gautierdorval.com/lexique/execution-agentique-controle-transactionnel/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique de la gouvernance interprétative : famille lexicale",
    "description": "Cartographie des phénomènes d’IA interprétative : dérives, autorité, non-réponse, preuve, audit, capture, dette. Définitions canoniques, frameworks et cas.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-gouvernance-interpretative",
    "url": "https://gautierdorval.com/lexique/lexique-gouvernance-interpretative/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Lexique : inférence, arbitrage et espace d’erreur interprétatif",
    "description": "Famille lexicale pour espace d’erreur interprétatif, inférence libre, inférence par défaut, arbitrage, indétermination et fidélité interprétative.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-inference-arbitration-error-space",
    "url": "https://gautierdorval.com/lexique/inference-arbitrage-espace-erreur/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : mémoire, persistance, rémanence et correction",
    "description": "Lexique : mémoire, persistance, rémanence et… cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-memory-persistence-remanence-correction",
    "url": "https://gautierdorval.com/lexique/memoire-persistance-remanence-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : opposabilité, caractère exécutoire et responsabilité procédurale",
    "description": "Lexique : opposabilité, caractère exécutoire et… cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-opposability-enforceability-procedural-accountability",
    "url": "https://gautierdorval.com/lexique/opposabilite-caractere-executoire-responsabilite-procedurale/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : preuve, audit, observabilité",
    "description": "Lexique : preuve, audit, observabilité cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-preuve-audit-observabilite",
    "url": "https://gautierdorval.com/lexique/lexique-preuve-audit-observabilite/",
    "updated": "2026-02-26T00:00:00.000Z"
  },
  {
    "title": "Lexique : RAG, récupération et chaîne documentaire",
    "description": "Lexique : RAG, récupération et chaîne documentaire cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-rag-retrieval-documentary-chain",
    "url": "https://gautierdorval.com/lexique/rag-recuperation-chaine-documentaire/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Services, audits et vocabulaire passerelle marché",
    "description": "Famille lexicale des labels d’audit et de service orientés marché qui redistribuent la demande de visibilité IA vers la gouvernance interprétative.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-services-audits-market-bridge",
    "url": "https://gautierdorval.com/lexique/services-audits-pont-marche/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : soutenabilité, dette, correction",
    "description": "Lexique : soutenabilité, dette, correction cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-soutenabilite-dette-correction",
    "url": "https://gautierdorval.com/lexique/lexique-soutenabilite-dette-correction/",
    "updated": "2026-05-09T00:00:00.000Z"
  },
  {
    "title": "Lexique : URLs fantômes, surfaces latentes et cohérence documentaire",
    "description": "Lexique consacré aux URLs fantômes, aux 404 interprétatives, aux surfaces documentaires latentes et à la cartographie des attentes machine.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lexique-urls-fantomes-surfaces-latentes",
    "url": "https://gautierdorval.com/lexique/urls-fantomes-surfaces-latentes/",
    "updated": "2026-05-13T00:00:00.000Z"
  },
  {
    "title": "Visibilité marché, citabilité et recommandabilité",
    "description": "Visibilité marché, citabilité et recommandabilité cartographie des termes liés à la gouvernance IA, à l’autorité, à la preuve et à la stabilité sémantique.",
    "lang": "fr",
    "collection": "lexique",
    "documentType": "lexique",
    "translationKey": "lex-market-visibility-citability-recommendability",
    "url": "https://gautierdorval.com/lexique/visibilite-marche-citabilite-recommandabilite/",
    "updated": "2026-05-15T00:00:00.000Z"
  },
  {
    "title": "AI answer audit: service page",
    "description": "AI answer audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-answer-audit",
    "url": "https://gautierdorval.com/en/expertise/ai-answer-audit/",
    "updated": null
  },
  {
    "title": "AI brand representation audit: service page",
    "description": "AI brand representation audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-brand-representation-audit",
    "url": "https://gautierdorval.com/en/expertise/ai-brand-representation-audit/",
    "updated": null
  },
  {
    "title": "AI citation analysis: service page",
    "description": "AI citation analysis describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "ai-citation-analysis",
    "url": "https://gautierdorval.com/en/expertise/ai-citation-analysis/",
    "updated": null
  },
  {
    "title": "AI citation readiness audit",
    "description": "Audit service for evaluating whether a site, corpus, page or entity is accessible, retrievable, extractable, citable and governable in AI-mediated answers.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-citation-readiness-audit",
    "url": "https://gautierdorval.com/en/expertise/ai-citation-readiness-audit/",
    "updated": null
  },
  {
    "title": "AI citation tracking audit: service page",
    "description": "AI citation tracking audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-citation-tracking-audit",
    "url": "https://gautierdorval.com/en/expertise/ai-citation-tracking-audit/",
    "updated": null
  },
  {
    "title": "AI Search Monitoring: service page",
    "description": "AI Search Monitoring describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "ai-search-monitoring",
    "url": "https://gautierdorval.com/en/expertise/ai-search-monitoring/",
    "updated": null
  },
  {
    "title": "AI search optimization audit: service page",
    "description": "AI search optimization audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-search-optimization-audit",
    "url": "https://gautierdorval.com/en/expertise/ai-search-optimization-audit/",
    "updated": null
  },
  {
    "title": "AI source mapping: service page",
    "description": "AI source mapping describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "ai-source-mapping",
    "url": "https://gautierdorval.com/en/expertise/ai-source-mapping/",
    "updated": null
  },
  {
    "title": "AI visibility audit: service page",
    "description": "AI visibility audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-visibility-audit",
    "url": "https://gautierdorval.com/en/expertise/ai-visibility-audit/",
    "updated": null
  },
  {
    "title": "Brand visibility in ChatGPT audit: service page",
    "description": "Brand visibility in ChatGPT audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-brand-visibility-in-chatgpt-audit",
    "url": "https://gautierdorval.com/en/expertise/brand-visibility-in-chatgpt-audit/",
    "updated": null
  },
  {
    "title": "Citability audit: service page",
    "description": "Citability audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-citability-audit",
    "url": "https://gautierdorval.com/en/expertise/citability-audit/",
    "updated": null
  },
  {
    "title": "Comparative audits: service page",
    "description": "Comparative audits describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "comparative-audits",
    "url": "https://gautierdorval.com/en/expertise/comparative-audits/",
    "updated": null
  },
  {
    "title": "Drift detection: service page",
    "description": "Drift detection describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "drift-detection",
    "url": "https://gautierdorval.com/en/expertise/drift-detection/",
    "updated": null
  },
  {
    "title": "Entity disambiguation: service page",
    "description": "Expertise axis aimed at stabilizing entity identification (persons, brands, organizations) to reduce homonymy, semantic collisions, and erroneous attributions.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "desambiguisation-entites",
    "url": "https://gautierdorval.com/en/expertise/entity-disambiguation/",
    "updated": null
  },
  {
    "title": "Exogenous governance: service page",
    "description": "Exogenous governance describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "exogenous-governance-expertise",
    "url": "https://gautierdorval.com/en/expertise/exogenous-governance/",
    "updated": null
  },
  {
    "title": "Generative engine optimization audit: service page",
    "description": "Generative engine optimization audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-generative-engine-optimization-audit",
    "url": "https://gautierdorval.com/en/expertise/generative-engine-optimization-audit/",
    "updated": null
  },
  {
    "title": "Independent reporting and opposable evidence",
    "description": "Independent reporting and opposable evidence describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "independent-reporting",
    "url": "https://gautierdorval.com/en/expertise/independent-reporting/",
    "updated": null
  },
  {
    "title": "Interpretive governance: service page",
    "description": "Expertise axis: bounding the inference space (perimeters, source hierarchies, negations, canonical references) to stabilize machine interpretation.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "exp-gouvernance-interpretative",
    "url": "https://gautierdorval.com/en/expertise/interpretive-governance/",
    "updated": null
  },
  {
    "title": "Interpretive risk assessment: service page",
    "description": "Interpretive risk assessment describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "interpretive-risk-assessment",
    "url": "https://gautierdorval.com/en/expertise/interpretive-risk-assessment/",
    "updated": null
  },
  {
    "title": "Interpretive SEO: service page",
    "description": "Interpretive SEO describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "exp-seo-interpretatif",
    "url": "https://gautierdorval.com/en/expertise/interpretive-seo/",
    "updated": null
  },
  {
    "title": "LLM visibility audit: service page",
    "description": "LLM visibility audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-llm-visibility-audit",
    "url": "https://gautierdorval.com/en/expertise/llm-visibility-audit/",
    "updated": null
  },
  {
    "title": "Machine-first semantic architecture",
    "description": "Expertise axis: structuring a site so it is interpretable by engines and AI (Dual Web, entry points, source hierarchy, normative definitions, entity graph).",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "architecture-semantique-machine-first",
    "url": "https://gautierdorval.com/en/expertise/machine-first-semantic-architecture/",
    "updated": null
  },
  {
    "title": "Multi-agent audits",
    "description": "Multi-agent audits describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "multi-agent-audits",
    "url": "https://gautierdorval.com/en/expertise/multi-agent-audits/",
    "updated": null
  },
  {
    "title": "Pre-launch semantic analysis: service page",
    "description": "Pre-launch semantic analysis describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "pre-launch-semantic-analysis",
    "url": "https://gautierdorval.com/en/expertise/pre-launch-semantic-analysis/",
    "updated": null
  },
  {
    "title": "Recommendability audit: service page",
    "description": "Recommendability audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-recommendability-audit",
    "url": "https://gautierdorval.com/en/expertise/recommendability-audit/",
    "updated": null
  },
  {
    "title": "Semantic collision reduction",
    "description": "Semantic collision reduction describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "reduction-collisions-semantiques",
    "url": "https://gautierdorval.com/en/expertise/reduction-of-semantic-collisions/",
    "updated": null
  },
  {
    "title": "Representation gap audit: service page",
    "description": "Representation gap audit describes an audit or advisory service for diagnosing AI visibility, representation, authority and response risk.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "representation-gap-audit",
    "url": "https://gautierdorval.com/en/expertise/representation-gap-audit/",
    "updated": null
  },
  {
    "title": "Semantic architect: entity and brand disambiguation",
    "description": "Stabilizing a brand's identity and entities across engines, LLMs, and agents: semantic architecture, entity graph, negations, machine-first canons.",
    "lang": "en",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "architecte-semantique-desambiguation-entites-marques",
    "url": "https://gautierdorval.com/en/semantic-architect-entity-and-brand-disambiguation/",
    "updated": null
  },
  {
    "title": "AI Search Monitoring : page de service",
    "description": "AI Search Monitoring décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "ai-search-monitoring",
    "url": "https://gautierdorval.com/expertise/ai-search-monitoring/",
    "updated": null
  },
  {
    "title": "Analyse de citations IA",
    "description": "Analyse de citations IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "ai-citation-analysis",
    "url": "https://gautierdorval.com/expertise/analyse-de-citations-ia/",
    "updated": null
  },
  {
    "title": "Analyse sémantique pré-lancement : page de service",
    "description": "Analyse sémantique pré-lancement décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "pre-launch-semantic-analysis",
    "url": "https://gautierdorval.com/expertise/analyse-semantique-pre-lancement/",
    "updated": null
  },
  {
    "title": "Architecte sémantique : désambiguïsation d’entités et de marques",
    "description": "Stabiliser l’identité d’une marque et ses entités dans les moteurs, LLM et agents : architecture sémantique, graph d’entités, négations, canons machine-first.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "architecte-semantique-desambiguation-entites-marques",
    "url": "https://gautierdorval.com/architecte-semantique-desambiguation-entites-marques/",
    "updated": null
  },
  {
    "title": "Architecture sémantique machine-first",
    "description": "Architecture sémantique machine-first décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "architecture-semantique-machine-first",
    "url": "https://gautierdorval.com/expertise/architecture-semantique-machine-first/",
    "updated": null
  },
  {
    "title": "Audit de citabilité : page de service",
    "description": "Audit de citabilité décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-citability-audit",
    "url": "https://gautierdorval.com/expertise/audit-citabilite/",
    "updated": null
  },
  {
    "title": "Audit d’écart de représentation : page de service",
    "description": "Audit d’écart de représentation décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "representation-gap-audit",
    "url": "https://gautierdorval.com/expertise/audit-ecart-de-representation/",
    "updated": null
  },
  {
    "title": "Audit d’optimisation des moteurs génératifs : page de service",
    "description": "Audit d’optimisation des moteurs génératifs décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-generative-engine-optimization-audit",
    "url": "https://gautierdorval.com/expertise/audit-optimisation-moteurs-generatifs/",
    "updated": null
  },
  {
    "title": "Audit d’optimisation de la recherche IA : page de service",
    "description": "Audit d’optimisation de la recherche IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-search-optimization-audit",
    "url": "https://gautierdorval.com/expertise/audit-optimisation-recherche-ia/",
    "updated": null
  },
  {
    "title": "Audit de préparation aux citations IA",
    "description": "Service d’audit pour évaluer si un site, un corpus, une page ou une entité est accessible, récupérable, extractible, citable et gouvernable dans les réponses IA.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-citation-readiness-audit",
    "url": "https://gautierdorval.com/expertise/audit-preparation-citations-ia/",
    "updated": null
  },
  {
    "title": "Audit de recommandabilité : page de service",
    "description": "Audit de recommandabilité décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-recommendability-audit",
    "url": "https://gautierdorval.com/expertise/audit-recommandabilite/",
    "updated": null
  },
  {
    "title": "Audit de réponse IA : page de service",
    "description": "Audit de réponse IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-answer-audit",
    "url": "https://gautierdorval.com/expertise/audit-reponse-ia/",
    "updated": null
  },
  {
    "title": "Audit de représentation de marque IA : page de service",
    "description": "Audit de représentation de marque IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-brand-representation-audit",
    "url": "https://gautierdorval.com/expertise/audit-representation-marque-ia/",
    "updated": null
  },
  {
    "title": "Audit de suivi des citations IA : page de service",
    "description": "Audit de suivi des citations IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-citation-tracking-audit",
    "url": "https://gautierdorval.com/expertise/audit-suivi-citations-ia/",
    "updated": null
  },
  {
    "title": "Audit de visibilité IA : page de service",
    "description": "Audit de visibilité IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-ai-visibility-audit",
    "url": "https://gautierdorval.com/expertise/audit-visibilite-ia/",
    "updated": null
  },
  {
    "title": "Audit de visibilité LLM : page de service",
    "description": "Audit de visibilité LLM décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-llm-visibility-audit",
    "url": "https://gautierdorval.com/expertise/audit-visibilite-llm/",
    "updated": null
  },
  {
    "title": "Audit de visibilité de marque dans ChatGPT : page de service",
    "description": "Audit de visibilité de marque dans ChatGPT décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "service-brand-visibility-in-chatgpt-audit",
    "url": "https://gautierdorval.com/expertise/audit-visibilite-marque-chatgpt/",
    "updated": null
  },
  {
    "title": "Audits comparatifs : page de service",
    "description": "Audits comparatifs décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "comparative-audits",
    "url": "https://gautierdorval.com/expertise/audits-comparatifs/",
    "updated": null
  },
  {
    "title": "Audits multi-agents",
    "description": "Audits multi-agents décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "multi-agent-audits",
    "url": "https://gautierdorval.com/expertise/audits-multi-agents/",
    "updated": null
  },
  {
    "title": "Cartographie des sources IA : page de service",
    "description": "Cartographie des sources IA décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "ai-source-mapping",
    "url": "https://gautierdorval.com/expertise/cartographie-des-sources-ia/",
    "updated": null
  },
  {
    "title": "Désambiguïsation d’entités",
    "description": "Désambiguïsation d’entités décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "desambiguisation-entites",
    "url": "https://gautierdorval.com/expertise/desambiguisation-entites/",
    "updated": null
  },
  {
    "title": "Détection de dérive sémantique : page de service",
    "description": "Détection de dérive sémantique décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "drift-detection",
    "url": "https://gautierdorval.com/expertise/detection-de-derive-semantique/",
    "updated": null
  },
  {
    "title": "Évaluation du risque interprétatif : page de service",
    "description": "Évaluation du risque interprétatif décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "interpretive-risk-assessment",
    "url": "https://gautierdorval.com/expertise/evaluation-du-risque-interpretatif/",
    "updated": null
  },
  {
    "title": "Gouvernance exogène",
    "description": "Gouvernance exogène décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "exogenous-governance-expertise",
    "url": "https://gautierdorval.com/expertise/gouvernance-exogene/",
    "updated": null
  },
  {
    "title": "Gouvernance interprétative : page de service",
    "description": "Axe d’expertise : borner l’espace d’inférence (périmètres, hiérarchies de sources, négations, renvois canoniques) pour stabiliser l’interprétation machine.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "exp-gouvernance-interpretative",
    "url": "https://gautierdorval.com/expertise/gouvernance-interpretative/",
    "updated": null
  },
  {
    "title": "Réduction des collisions sémantiques",
    "description": "Réduction des collisions sémantiques décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "reduction-collisions-semantiques",
    "url": "https://gautierdorval.com/expertise/reduction-collisions-semantiques/",
    "updated": null
  },
  {
    "title": "Reporting indépendant et preuve opposable",
    "description": "Reporting indépendant et preuve opposable décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "independent-reporting",
    "url": "https://gautierdorval.com/expertise/reporting-independant/",
    "updated": null
  },
  {
    "title": "SEO interprétatif : page de service",
    "description": "SEO interprétatif décrit un service d’audit ou de conseil pour diagnostiquer visibilité IA, représentation, autorité et risque.",
    "lang": "fr",
    "collection": "expertise",
    "documentType": "expertise",
    "translationKey": "exp-seo-interpretatif",
    "url": "https://gautierdorval.com/expertise/seo-interpretatif/",
    "updated": null
  },
  {
    "title": "Glossary of interpretive risk: hallucination, indeterminacy, legitimacy",
    "description": "Glossary of interpretive risk: hallucination… explains how interpretive risk is identified, bounded and audited across AI-generated responses.",
    "lang": "en",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "risk-lexique",
    "url": "https://gautierdorval.com/en/interpretive-risk/glossary/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Making an AI response governable: chain of responsibility and interpretive legitimacy",
    "description": "Making an AI response governable: chain of responsibility… explains how interpretive risk is identified, bounded and audited across AI-generated responses.",
    "lang": "en",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "methode",
    "url": "https://gautierdorval.com/en/interpretive-risk/method/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "This framework does not promise truth: scope, limits, and responsibilities",
    "description": "This framework does not promise truth: scope, limits, and… explains how interpretive risk is identified, bounded and audited across AI-generated responses.",
    "lang": "en",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "perimetre",
    "url": "https://gautierdorval.com/en/interpretive-risk/scope-and-limits/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Who is exposed to interpretive risk in AI systems",
    "description": "Who is exposed to interpretive risk in AI systems explains how interpretive risk is identified, bounded and audited across AI-generated responses.",
    "lang": "en",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "pour-qui",
    "url": "https://gautierdorval.com/en/interpretive-risk/who-is-exposed/",
    "updated": "2026-03-11T00:00:00.000Z"
  },
  {
    "title": "Lexique du risque interprétatif : hallucination, indétermination, légitimité",
    "description": "Lexique du risque interprétatif : hallucination… explique comment identifier, borner et auditer le risque interprétatif dans les réponses générées par IA.",
    "lang": "fr",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "risk-lexique",
    "url": "https://gautierdorval.com/risque-interpretatif/lexique/",
    "updated": "2026-05-07T00:00:00.000Z"
  },
  {
    "title": "Rendre une réponse IA gouvernable : surface de responsabilité et légitimité interprétative",
    "description": "Rendre une réponse IA gouvernable : surface de… explique comment identifier, borner et auditer le risque interprétatif dans les réponses générées par IA.",
    "lang": "fr",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "methode",
    "url": "https://gautierdorval.com/risque-interpretatif/methode/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Ce cadre ne promet pas la vérité : périmètre, limites et responsabilités",
    "description": "Ce cadre ne promet pas la vérité : périmètre… explique comment identifier, borner et auditer le risque interprétatif dans les réponses générées par IA.",
    "lang": "fr",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "perimetre",
    "url": "https://gautierdorval.com/risque-interpretatif/perimetre/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "Qui est exposé au risque interprétatif des systèmes IA",
    "description": "Qui est exposé au risque interprétatif des… explique comment identifier, borner et auditer le risque interprétatif dans les réponses générées par IA.",
    "lang": "fr",
    "collection": "risque",
    "documentType": "risque",
    "translationKey": "pour-qui",
    "url": "https://gautierdorval.com/risque-interpretatif/pour-qui/",
    "updated": "2026-03-07T00:00:00.000Z"
  },
  {
    "title": "AI use policy",
    "description": "Official policy governing AI use, content interpretation, and semantic governance under the SSA-E + A2 + Dual Web model. Non-commercial, descriptive, and constrained framework.",
    "lang": "en",
    "collection": "governance",
    "documentType": "policy",
    "translationKey": "ai-usage-policy",
    "url": "https://gautierdorval.com/en/ai-use-policy/",
    "updated": "2026-03-27T00:00:00.000Z"
  },
  {
    "title": "Politique d’usage de l’intelligence artificielle - Gautier Dorval",
    "description": "Politique officielle encadrant l’usage de l’IA, l’interprétation des contenus et la gouvernance sémantique selon le modèle SSA-E + A2 + Dual Web. Cadre non commercial, descriptif et contraint.",
    "lang": "fr",
    "collection": "governance",
    "documentType": "policy",
    "translationKey": "ai-usage-policy",
    "url": "https://gautierdorval.com/ai-usage-policy/",
    "updated": "2026-03-27T00:00:00.000Z"
  },
  {
    "title": "Entity summary — Gautier Dorval",
    "description": "Machine-readable summary of the Gautier Dorval entity within the interpretive governance corpus.",
    "lang": "en",
    "collection": "entity",
    "documentType": "entity-summary",
    "translationKey": "ent-summary",
    "url": "https://gautierdorval.com/en/entity/summary/",
    "updated": null
  },
  {
    "title": "Entity summary — Gautier Dorval",
    "description": "Résumé machine-first de l’entité Gautier Dorval, de son périmètre, de ses exclusions et de ses surfaces canoniques dans SSA-E + A2 + Dual Web.",
    "lang": "fr",
    "collection": "entity",
    "documentType": "entity-summary",
    "translationKey": "ent-summary",
    "url": "https://gautierdorval.com/entite/summary/",
    "updated": null
  },
  {
    "title": "About Gautier Dorval",
    "description": "Expert in architectural SEO and AI system interpretation. Disambiguation, structuring, and meaning governance for search engines and language models.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "about",
    "url": "https://gautierdorval.com/en/about/",
    "updated": null
  },
  {
    "title": "Agentic web hub",
    "description": "Personal hub on the agentic web, interpretable interfaces, AI agent navigability, and the transition from readable websites to actionable websites.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "agentic-web-hub",
    "url": "https://gautierdorval.com/en/agentic-web/",
    "updated": null
  },
  {
    "title": "AI citation readiness and interpretive governance",
    "description": "Hub for understanding AI citation readiness, retrievability, extractability, source hierarchy and interpretive governance.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "ai-citation-readiness",
    "url": "https://gautierdorval.com/en/ai-citation-readiness/",
    "updated": null
  },
  {
    "title": "AI search and interpretive audits",
    "description": "AI search and interpretive audits helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "ai-search-and-interpretive-audits",
    "url": "https://gautierdorval.com/en/ai-search-and-interpretive-audits/",
    "updated": null
  },
  {
    "title": "AI visibility audits",
    "description": "Market bridge hub for AI visibility, LLM visibility, citation, recommendability, GEO, AI answer and AI brand representation audits.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "ai-visibility-audits",
    "url": "https://gautierdorval.com/en/ai-visibility-audits/",
    "updated": null
  },
  {
    "title": "Applied surfaces",
    "description": "Doctrinal hub describing derived instruments, applied surfaces, and concrete implementations that materialize part of the doctrine without redefining it.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "surfaces-applicatives",
    "url": "https://gautierdorval.com/en/applied-surfaces/",
    "updated": null
  },
  {
    "title": "Better Robots.txt as an applied surface",
    "description": "Better Robots.txt as an applied surface helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "surface-applicative-better-robots-txt",
    "url": "https://gautierdorval.com/en/applied-surfaces/better-robots-txt/",
    "updated": null
  },
  {
    "title": "Blog",
    "description": "Analyses, observations, and reflections on advanced SEO, semantic architecture, and the evolution of search engines and AI systems.",
    "lang": "en",
    "collection": "pages",
    "documentType": "listing",
    "translationKey": "blog",
    "url": "https://gautierdorval.com/en/blog/",
    "updated": null
  },
  {
    "title": "Clarifications",
    "description": "Index of explicit clarifications published to reduce attribution errors, automated reconstruction errors, and abusive interpretive readings.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "clarifications",
    "url": "https://gautierdorval.com/en/clarifications/",
    "updated": null
  },
  {
    "title": "Contact",
    "description": "Contact page for the site, the published corpus, and relevant professional exchanges.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "contact",
    "url": "https://gautierdorval.com/en/contact/",
    "updated": null
  },
  {
    "title": "Definitions",
    "description": "Definitions helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "definitions",
    "url": "https://gautierdorval.com/en/definitions/",
    "updated": null
  },
  {
    "title": "Doctrine",
    "description": "Doctrine governing interpretation, semantic governance, and informational responsibility in an interpreted and agentic web.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "doctrine",
    "url": "https://gautierdorval.com/en/doctrine/",
    "updated": null
  },
  {
    "title": "Entity — Gautier Dorval",
    "description": "Canonical entity page for Gautier Dorval within the interpretive governance corpus and machine-readable identity layer.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "entity",
    "url": "https://gautierdorval.com/en/entity/",
    "updated": null
  },
  {
    "title": "Evidence layer: hub",
    "description": "Cross-cutting hub that connects canon, observation, trace, proof of fidelity, audit, and correction into an explicit evidence chain.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "couche-preuve",
    "url": "https://gautierdorval.com/en/evidence-layer/",
    "updated": null
  },
  {
    "title": "Exogenous governance",
    "description": "Orientation surface for the definition, doctrine, frameworks, expertise pages and articles related to exogenous governance.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "exogenous-governance-hub",
    "url": "https://gautierdorval.com/en/exogenous-governance/",
    "updated": null
  },
  {
    "title": "Expertise",
    "description": "Map of expertise areas: entity disambiguation, interpretive governance, machine-first semantic architecture, interpretive SEO, and semantic collision reduction.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "expertise",
    "url": "https://gautierdorval.com/en/expertise/",
    "updated": null
  },
  {
    "title": "Applicable frameworks",
    "description": "Applicable frameworks helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "frameworks",
    "url": "https://gautierdorval.com/en/frameworks/",
    "updated": null
  },
  {
    "title": "Global exclusions",
    "description": "Human-readable orientation surface for global exclusions, non-goals, use boundaries and interpretive refusals in the corpus.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "global-exclusions-hub",
    "url": "https://gautierdorval.com/en/global-exclusions/",
    "updated": null
  },
  {
    "title": "Glossary",
    "description": "Glossary helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "lexique",
    "url": "https://gautierdorval.com/en/glossary/",
    "updated": null
  },
  {
    "title": "Semantic governance ecosystem",
    "description": "Interpretive governance, semantic architecture, advanced SEO, and AI systems: doctrine, definitions, frameworks, observations, and clarifications.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "home",
    "url": "https://gautierdorval.com/en/",
    "updated": null
  },
  {
    "title": "Interpretive risk in AI systems",
    "description": "Interpretive risk in AI systems helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "risque-interpretatif",
    "url": "https://gautierdorval.com/en/interpretive-risk/",
    "updated": null
  },
  {
    "title": "LLM perception drift and AI perception drift",
    "description": "Doctrinal hub connecting LLM perception drift, AI perception drift, perception stability, canon-output gap, AI brand representation, and interpretive risk.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "llm-perception-drift-hub",
    "url": "https://gautierdorval.com/en/interpretation/llm-perception-drift/",
    "updated": null
  },
  {
    "title": "Machine-first canon",
    "description": "Human-readable orientation surface for the machine-first canon, canonical definitions, precedence rules and governance artifacts.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "machine-first-canon-hub",
    "url": "https://gautierdorval.com/en/machine-first-canon/",
    "updated": null
  },
  {
    "title": "Observations",
    "description": "Observations helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "observations",
    "url": "https://gautierdorval.com/en/observations/",
    "updated": null
  },
  {
    "title": "Positioning",
    "description": "Understanding the evolution of SEO in an interpreted web. Information architecture, response engines, and AI: stakes, limits, and ongoing transformations.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "positioning",
    "url": "https://gautierdorval.com/en/positioning/",
    "updated": null
  },
  {
    "title": "Privacy policy",
    "description": "Privacy policy helps readers navigate Gautier Dorval’s corpus, services, evidence layers and interpretive governance resources.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "privacy-policy",
    "url": "https://gautierdorval.com/en/privacy-policy/",
    "updated": null
  },
  {
    "title": "Representation gap",
    "description": "Public hub that reframes 'visibility in AI' as a gap between the published brand and the brand reconstructed by AI systems.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "representation-gap",
    "url": "https://gautierdorval.com/en/representation-gap/",
    "updated": null
  },
  {
    "title": "SEO visibility, AI citability and interpretive fidelity",
    "description": "Comparative hub separating SEO visibility, AI citability and interpretive fidelity as three distinct layers of AI-mediated representation.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "seo-citability-fidelity-route",
    "url": "https://gautierdorval.com/en/seo-visibility-ai-citability-interpretive-fidelity/",
    "updated": null
  },
  {
    "title": "SERP ownership map",
    "description": "Final routing map assigning primary SERP roles to canonical definitions, audit services, hubs, glossaries, and categories across the Gautier Dorval corpus.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "serp-ownership-map",
    "url": "https://gautierdorval.com/en/serp-ownership-map/",
    "updated": null
  },
  {
    "title": "Site coherence map",
    "description": "Human-readable reference surface for understanding the site coherence map, interpretive path governance, and phantom URL analysis.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "site-coherence-map-hub",
    "url": "https://gautierdorval.com/en/site-coherence-map/",
    "updated": null
  },
  {
    "title": "Role of the site",
    "description": "Defines the role, scope, and interpretive function of gautierdorval.com within the corpus.",
    "lang": "en",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "site-role",
    "url": "https://gautierdorval.com/en/site-role/",
    "updated": null
  },
  {
    "title": "Start here: choose a reading path",
    "description": "Choose the right path through interpretive governance, AI visibility, entity stability, evidence, RAG governance, and agentic control.",
    "lang": "en",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "start-here",
    "url": "https://gautierdorval.com/en/start-here/",
    "updated": null
  },
  {
    "title": "A propos de Gautier Dorval",
    "description": "A propos de Gautier Dorval aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "about",
    "url": "https://gautierdorval.com/a-propos/",
    "updated": null
  },
  {
    "title": "Audits de recherche IA et audits interprétatifs",
    "description": "Audits de recherche IA et audits… aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "ai-search-and-interpretive-audits",
    "url": "https://gautierdorval.com/audits-recherche-ia-et-interpretatifs/",
    "updated": null
  },
  {
    "title": "Audits de visibilité IA",
    "description": "Hub passerelle marché pour les audits de visibilité IA, visibilité LLM, citations, recommandabilité, GEO, réponse IA et représentation de marque IA.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "ai-visibility-audits",
    "url": "https://gautierdorval.com/audits-visibilite-ia/",
    "updated": null
  },
  {
    "title": "Blogue",
    "description": "Analyses, observations et réflexions sur le SEO avancé, l’architecture sémantique et l’évolution des moteurs de recherche et des systèmes d’IA.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "listing",
    "translationKey": "blog",
    "url": "https://gautierdorval.com/blogue/",
    "updated": null
  },
  {
    "title": "Canon machine-first",
    "description": "Surface humaine d’orientation vers le canon machine-first, les définitions, les règles de précédence et les artefacts gouvernant l’interprétation du corpus.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "machine-first-canon-hub",
    "url": "https://gautierdorval.com/canon/",
    "updated": null
  },
  {
    "title": "Carte de possession SERP",
    "description": "Carte finale de routage attribuant les rôles SERP primaires aux définitions canoniques, services d’audit, hubs, lexiques et catégories du corpus Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "serp-ownership-map",
    "url": "https://gautierdorval.com/carte-possession-serp/",
    "updated": null
  },
  {
    "title": "Clarifications",
    "description": "Index des clarifications explicites visant à prévenir les erreurs d’attribution et de reconstruction biographique automatisée.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "clarifications",
    "url": "https://gautierdorval.com/clarifications/",
    "updated": null
  },
  {
    "title": "Commencer ici : choisir son parcours de lecture",
    "description": "Choisir le bon parcours entre gouvernance interprétative, visibilité IA, stabilité d’entité, preuve, RAG et contrôle agentique.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "start-here",
    "url": "https://gautierdorval.com/commencer-ici/",
    "updated": null
  },
  {
    "title": "Contact",
    "description": "Point de contact pour le site, le corpus publié et les échanges professionnels pertinents.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "contact",
    "url": "https://gautierdorval.com/contact/",
    "updated": null
  },
  {
    "title": "Définitions",
    "description": "Définitions aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "definitions",
    "url": "https://gautierdorval.com/definitions/",
    "updated": null
  },
  {
    "title": "Doctrine",
    "description": "Doctrine encadrant l’interprétation, la gouvernance sémantique et la responsabilité informationnelle dans un web interprété et agentique.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "doctrine",
    "url": "https://gautierdorval.com/doctrine/",
    "updated": null
  },
  {
    "title": "Écart de représentation",
    "description": "Hub public qui recadre la « visibilité dans les IA » comme un problème d’écart entre la marque publiée et la marque reconstruite par les systèmes d’IA.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "representation-gap",
    "url": "https://gautierdorval.com/ecart-de-representation/",
    "updated": null
  },
  {
    "title": "Entité Gautier Dorval",
    "description": "Définition machine-first de l’entité Gautier Dorval, de son périmètre, de ses exclusions et de son rôle dans une implémentation SSA-E + A2 + Dual Web.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "entity",
    "url": "https://gautierdorval.com/entite/",
    "updated": null
  },
  {
    "title": "Exclusions globales",
    "description": "Surface humaine d’orientation vers les exclusions globales, les non-objectifs, les limites d’usage et les refus interprétatifs du corpus.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "global-exclusions-hub",
    "url": "https://gautierdorval.com/exclusions/",
    "updated": null
  },
  {
    "title": "Expertise",
    "description": "Expertise aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "expertise",
    "url": "https://gautierdorval.com/expertise/",
    "updated": null
  },
  {
    "title": "Frameworks et cadres applicables",
    "description": "Frameworks et cadres applicables aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "frameworks",
    "url": "https://gautierdorval.com/frameworks/",
    "updated": null
  },
  {
    "title": "Gouvernance exogène",
    "description": "Surface d’orientation vers la définition, la doctrine, les frameworks, l’expertise et les articles liés à la gouvernance exogène.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "exogenous-governance-hub",
    "url": "https://gautierdorval.com/gouvernance-exogene/",
    "updated": null
  },
  {
    "title": "Accueil",
    "description": "Accueil aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "home",
    "url": "https://gautierdorval.com/",
    "updated": null
  },
  {
    "title": "Lexique de la gouvernance interprétative : hub",
    "description": "Lexique de la gouvernance interprétative aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "lexique",
    "url": "https://gautierdorval.com/lexique/",
    "updated": null
  },
  {
    "title": "LLM perception drift et dérive de perception IA",
    "description": "Hub doctrinal reliant LLM perception drift, dérive de perception IA, stabilité de perception, écart canon-sortie, représentation de marque IA et risque interprétatif.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "llm-perception-drift-hub",
    "url": "https://gautierdorval.com/interpretation/llm-perception-drift/",
    "updated": null
  },
  {
    "title": "Observations",
    "description": "Observations aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "observations",
    "url": "https://gautierdorval.com/observations/",
    "updated": null
  },
  {
    "title": "Positionnement",
    "description": "Comprendre l’évolution du SEO dans un web interprété. Architecture de l’information, moteurs de réponse et IA : enjeux, limites et transformations en cours.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "positioning",
    "url": "https://gautierdorval.com/positionnement/",
    "updated": null
  },
  {
    "title": "Préparation aux citations IA et gouvernance interprétative",
    "description": "Hub pour comprendre la préparation aux citations IA, la récupérabilité, l’extractibilité, la hiérarchie des sources et la gouvernance interprétative.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "ai-citation-readiness",
    "url": "https://gautierdorval.com/preparation-citations-ia/",
    "updated": null
  },
  {
    "title": "Couche de preuve : hub",
    "description": "Hub transversal qui relie canon, observation, trace, preuve de fidélité, audit et correction dans une chaîne probatoire explicite.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "couche-preuve",
    "url": "https://gautierdorval.com/preuves/",
    "updated": null
  },
  {
    "title": "Politique de confidentialité",
    "description": "Politique de confidentialité aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "privacy-policy",
    "url": "https://gautierdorval.com/privacy-policy/",
    "updated": null
  },
  {
    "title": "Le risque interprétatif des IA",
    "description": "Le risque interprétatif des IA aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "risque-interpretatif",
    "url": "https://gautierdorval.com/risque-interpretatif/",
    "updated": null
  },
  {
    "title": "Rôle du site",
    "description": "Rôle du site aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "site-role",
    "url": "https://gautierdorval.com/role-site/",
    "updated": null
  },
  {
    "title": "Carte de cohérence du site",
    "description": "Surface humaine de référence pour comprendre le rôle de la carte de cohérence du site dans la gouvernance des chemins interprétatifs et l’analyse des URLs fantômes.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "site-coherence-map-hub",
    "url": "https://gautierdorval.com/site-coherence-map/",
    "updated": null
  },
  {
    "title": "Surfaces applicatives",
    "description": "Hub doctrinal décrivant les instruments dérivés, surfaces appliquées et implémentations concrètes qui matérialisent une partie de la doctrine sans la redéfinir.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "surfaces-applicatives",
    "url": "https://gautierdorval.com/surfaces-applicatives/",
    "updated": null
  },
  {
    "title": "Better Robots.txt comme surface applicative",
    "description": "Better Robots.txt comme surface applicative aide à naviguer le corpus, les services, les couches de preuve et la gouvernance interprétative de Gautier Dorval.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "institutionnel",
    "translationKey": "surface-applicative-better-robots-txt",
    "url": "https://gautierdorval.com/surfaces-applicatives/better-robots-txt/",
    "updated": null
  },
  {
    "title": "Visibilité SEO, citabilité IA et fidélité interprétative",
    "description": "Hub comparatif distinguant visibilité SEO, citabilité IA et fidélité interprétative comme trois couches distinctes de représentation médiée par IA.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "seo-citability-fidelity-route",
    "url": "https://gautierdorval.com/visibilite-seo-citabilite-ia-fidelite-interpretative/",
    "updated": null
  },
  {
    "title": "Web agentique : hub personnel",
    "description": "Hub personnel consacré au Web agentique, aux interfaces interprétables, à la navigabilité des agents IA et au passage du site lisible au site actionnable.",
    "lang": "fr",
    "collection": "pages",
    "documentType": "hub",
    "translationKey": "agentic-web-hub",
    "url": "https://gautierdorval.com/web-agentique/",
    "updated": null
  },
  {
    "title": "Advanced SEO",
    "description": "This category addresses advanced SEO not as an optimization discipline, but as an interface between visibility, structure, and interpretation by AI systems.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-seo-avance",
    "url": "https://gautierdorval.com/en/blog/advanced-seo/",
    "updated": null
  },
  {
    "title": "Agentic era",
    "description": "This category tracks the rise of agentic systems as a regime of delegated action, persistent memory, and distributed decision-making.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-ere-agentique",
    "url": "https://gautierdorval.com/en/blog/agentic-era/",
    "updated": null
  },
  {
    "title": "AI governance",
    "description": "AI governance groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-gouvernance-ai",
    "url": "https://gautierdorval.com/en/blog/ai-governance/",
    "updated": null
  },
  {
    "title": "Exogenous governance: editorial category",
    "description": "This category focuses on external constraints that reconfigure interpretation, proof, and response stability in AI systems.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-gouvernance-exogene",
    "url": "https://gautierdorval.com/en/blog/exogenous-governance/",
    "updated": null
  },
  {
    "title": "Field observations",
    "description": "Field observations groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-observation-terrain",
    "url": "https://gautierdorval.com/en/blog/field-observations/",
    "updated": null
  },
  {
    "title": "Interpretation & AI",
    "description": "Interpretation & AI groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-interpretation-ia",
    "url": "https://gautierdorval.com/en/blog/interpretation-ai/",
    "updated": null
  },
  {
    "title": "Interpretive dynamics",
    "description": "Interpretive dynamics groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-dynamiques-interpretatives",
    "url": "https://gautierdorval.com/en/blog/interpretive-dynamics/",
    "updated": null
  },
  {
    "title": "Interpretive phenomena",
    "description": "Interpretive phenomena groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-phenomenes-interpretation",
    "url": "https://gautierdorval.com/en/blog/interpretive-phenomena/",
    "updated": null
  },
  {
    "title": "Interpretive risks",
    "description": "Interpretive risks groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-risque-interpretatif",
    "url": "https://gautierdorval.com/en/blog/interpretive-risks/",
    "updated": null
  },
  {
    "title": "Maps of meaning",
    "description": "Maps of meaning groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-cartographies-du-sens",
    "url": "https://gautierdorval.com/en/blog/maps-of-meaning/",
    "updated": null
  },
  {
    "title": "Notes, reflections and perspectives",
    "description": "This category connects observed phenomena to the possible trajectories of the interpreted web, governance, and machine-first publishing.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-reflexions-perspectives",
    "url": "https://gautierdorval.com/en/blog/reflections-and-perspectives/",
    "updated": null
  },
  {
    "title": "Semantic architecture: editorial category",
    "description": "Semantic architecture groups articles that guide reading across AI interpretation, semantic architecture, authority and governance.",
    "lang": "en",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-architecture-semantique",
    "url": "https://gautierdorval.com/en/blog/semantic-architecture/",
    "updated": null
  },
  {
    "title": "Architecture sémantique : catégorie éditoriale",
    "description": "Architecture sémantique regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-architecture-semantique",
    "url": "https://gautierdorval.com/blogue/architecture-semantique/",
    "updated": null
  },
  {
    "title": "Cartographies du sens",
    "description": "Cartographies du sens regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-cartographies-du-sens",
    "url": "https://gautierdorval.com/blogue/cartographies-du-sens/",
    "updated": null
  },
  {
    "title": "Dynamiques interprétatives",
    "description": "Dynamiques interprétatives regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-dynamiques-interpretatives",
    "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/",
    "updated": null
  },
  {
    "title": "Ère agentique",
    "description": "Cette catégorie suit la montée de l’agentique comme régime d’action déléguée, de mémoire persistante et de décision distribuée.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-ere-agentique",
    "url": "https://gautierdorval.com/blogue/ere-agentique/",
    "updated": null
  },
  {
    "title": "Gouvernance AI",
    "description": "Gouvernance AI regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-gouvernance-ai",
    "url": "https://gautierdorval.com/blogue/gouvernance-ai/",
    "updated": null
  },
  {
    "title": "Gouvernance exogene",
    "description": "Cette catégorie traite des contraintes externes qui reconfigurent l’interprétation, la preuve et la stabilité des réponses IA.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-gouvernance-exogene",
    "url": "https://gautierdorval.com/blogue/gouvernance-exogene/",
    "updated": null
  },
  {
    "title": "Interprétation & IA",
    "description": "Interprétation & IA regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-interpretation-ia",
    "url": "https://gautierdorval.com/blogue/interpretation-ia/",
    "updated": null
  },
  {
    "title": "Observation terrain",
    "description": "Observation terrain regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-observation-terrain",
    "url": "https://gautierdorval.com/blogue/observation-terrain/",
    "updated": null
  },
  {
    "title": "Phénomènes d’interprétation",
    "description": "Phénomènes d’interprétation regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-phenomenes-interpretation",
    "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/",
    "updated": null
  },
  {
    "title": "Notes, réflexions et perspectives",
    "description": "Cette catégorie relie les phénomènes observés aux trajectoires possibles du web interprété, de la gouvernance et de la publication machine-first.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-reflexions-perspectives",
    "url": "https://gautierdorval.com/blogue/reflexions-perspectives/",
    "updated": null
  },
  {
    "title": "Risque interprétatif : catégorie éditoriale",
    "description": "Risque interprétatif regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-risque-interpretatif",
    "url": "https://gautierdorval.com/blogue/risque-interpretatif/",
    "updated": null
  },
  {
    "title": "SEO avancé",
    "description": "SEO avancé regroupe des articles pour lire l’interprétation IA, l’architecture sémantique, l’autorité et la gouvernance.",
    "lang": "fr",
    "collection": "categories",
    "documentType": "category",
    "translationKey": "cat-seo-avance",
    "url": "https://gautierdorval.com/blogue/seo-avance/",
    "updated": null
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]