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Author SHA1 Message Date
Shay
353a52b833 docs(math-reader): Phase 4.1 measured status — seeding injection is built, converts 0 (null result)
Re-measured the frozen holdout_dev/v1 500: correct=5 wrong=0 refused=495 —
exactly the tune-3 + measure-2 increment 1 recorded, no drift, wrong=0 held.

Seeding-sentence injection is already in the tree (NEUTRAL_COUNT_VERBS in
math_roundtrip.py, consumed by the seed matcher and the comparison anchor);
its measured yield when it shipped was 0 conversions, verified four ways.
Extending the allowlist further is the move ADR-0251 and the overfit
inventory forbid — per-case pattern growth previously produced lift that
committed WRONG answers on the real exam.

Recommendation: mark Phase 4.1 complete-with-null-yield and re-point Phase 4
at the reader arc's own live recommendation — increment-2 CASE-FIRST on the
already-identified closest cases (0000/0001/0148/0082).
2026-07-24 14:46:55 -07:00