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Shay
4f0815ef9a
docs(ADR-0167): audit-as-teaching-evidence (math reader → contemplation wire) (#349)
* docs(ADR-0167): audit-as-teaching-evidence (math reader → contemplation wire)

Scoping ADR for Brief 11D Candidate E. Routes math-reader refusal audit
rows into the existing contemplation/HITL teaching corridor as a new
candidate source (`MathReaderRefusalEvidence`).

Key decisions:
- Evidence-only — never directly admits a math fact; only ratification
  through HITL queue can change runtime behaviour
- Five sub-types proposed (Lexical / Frame / Composition / Reference /
  Slot claims) mapping to the audit taxonomy
- Scope first to LexicalClaim — lowest-risk, highest-count
- Six open questions called out for the implementation ADR

ADR-0166 three-question test passes; implementation passes only when
the six open questions are answered with LexicalClaim-first scope.

No code in this PR.

* docs(ADR-0167): parallel work plan — 6-PR/3-wave dispatch across 5 model operators
2026-05-27 06:21:43 -07:00