Evidence
Evidence
Public evidence, auditability, observability, Q-Ledger, Q-Metrics, and proof-of-fidelity surfaces for contestable machine governance.
Evidence does not replace doctrine. It shows how doctrine can be observed, traced, challenged, and measured in public without pretending that metrics are equivalent to truth or authorization.
Use this section when the question is about proof of fidelity, interpretation traces, observability, Q-Ledger, Q-Metrics, or audit protocols.
All entries (12)
How to make reading conditions, canonical boundaries, and response decisions auditable without disclosing private execution.
Why observation must distinguish signals, logs, derived metrics, and proof without collapsing them into one authority surface.
Public ledger surface for weak observational traces, explicit uncertainty, and non-cryptographic interpretive accountability.
Derived descriptive metrics that make interpretive behavior measurable without pretending to certify truth, compliance, or response authorization.
Framework for separating logs, derived metrics, weak signals, and stronger evidence inside one public observability layer.
Method for documenting whether an answer remains inside the canon rather than merely sounding plausible or technically justified.
Minimum public protocol for testing canon-output fidelity, documenting gaps, and escalating toward correction or legitimate non-response.
Protocol for emitting bounded non-response instead of fluent completion when support, authority, or canonical silence blocks the answer.
Publicly checkable evidence that an answer remained within the canon, its conditions, and its declared boundaries.
Distance between what the canon declares and what an AI system reconstructs in its answers.
Documented path from canonical source to rendered answer, including conditions, exclusions, and uncertainty.
Silence that must be preserved because the canon does not authorize a conclusion and governed inference cannot fill the gap.