Glossary: proof, audit, and observability
This family groups the notions that transform an AI-produced interpretation into a governable object: traceable, measurable, auditable, and stabilizable over time. The point here is not to produce merely plausible answers. It is to produce answers whose fidelity to the canon can be examined.
Each entry points toward a canonical definition, an applicable framework when relevant, and related pages in doctrine or methodology.
Quick access
This glossary is meant to be used as a bridge between conceptual pages and operational audit surfaces. It is a family page, not a substitute for the canonical definitions themselves.
Terms in the “proof, audit, observability” family
Interpretation integrity audit
The complete end-to-end protocol used to compare a declared canon with real outputs, gather evidence, diagnose drift, and organize correction.
Proof of fidelity
The minimum evidentiary logic that shows an output remains tied to the canon, the authority boundary, and the declared response conditions.
Interpretation trace
The minimum footprint that explains how an answer was produced and why it was or was not legitimate.
Canon-to-output gap
The measurable distance between what the canon explicitly states and what the system actually returns.
Interpretive observability
The metrics, logs, and evidence surfaces that make drift, recurrence, and correction lag visible over time.
Version power
The ability of a canonical surface to remain readable as the current authoritative state while preserving a stable version history.
Recommended related frameworks and pages
These terms should usually be read together with doctrine, clarifications, the IIP-Scoring family, correction governance, and sustainability frameworks.
Why this glossary matters
Proof, audit, and observability form the evidentiary side of interpretive governance. Without them, even a well-written canon remains hard to test in real machine conditions.
How to use this glossary
Read this glossary as a compact map of the evidentiary side of interpretive governance. When a page, audit, or framework mentions proof, trace, observability, or canon-to-output gap, these entries provide the minimal vocabulary needed to keep the discussion precise.
Family logic
These terms belong together because they all answer a different part of the same question: how can a generated interpretation be tied back to a canon, tested against evidence, and monitored through time without being confused with a mere impression of coherence?
Closing note
Taken together, these terms describe the minimum evidentiary grammar required for a governable interpreted web.