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8d6961fcc1
aborist/arborist
modified:   .gitlab-ci.yml
	modified:   bench/qa_questions.txt
	modified:   bench/qa_sweep.py
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	modified:   docs/_source/api/mesh.rst
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	modified:   docs/bench-maxing.md
	modified:   docs/benchmarks.md
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	modified:   docs/tickets/ticket-000001-retrieval-keywords-audit-gap.md
	modified:   docs/tickets/ticket-000002-reference-frame-polarity-contract.md
	modified:   docs/tickets/ticket-000003-anchor-class-warrant.md
	modified:   docs/tickets/ticket-000005-label-ladder-migration.md
	modified:   docs/tickets/ticket-000006-bench-emergent-findings.md
	modified:   docs/tickets/ticket-000007-query-layer-hyphen-fold.md
	modified:   docs/tickets/ticket-000008-broad-quantifier-preflight-guard.md
	modified:   docs/tickets/ticket-000009-quantifier-preflight-dag-binding.md
	modified:   docs/tickets/ticket-000010-metacognition-preflight-guard.md
	modified:   docs/tickets/ticket-000011-soft-preflight-hint-sidecar.md
	modified:   scripts/backfill_concepts.py
	modified:   scripts/bench_emergent.py
	modified:   tests/crawler/test_async_web_fetcher.py
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	modified:   tests/test_qa.py
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	modified:   tests/test_quantifier_caps.py
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	modified:   tests/test_wikitext.py
2026-05-07 09:31:49 -04:00
17d637e99f
docs: add docs/benchmarks.md — orientation doc for bench harnesses
Single canonical entry point that ties together the four existing
bench-related docs (qa-modes-bench.md / bench-maxing.md /
bench-emergent-design.md / qa-modes-bench-2026-04-30.md) plus the
make targets, fixtures, and bench-row schema.

Sections:

  1. Two harnesses, two purposes
     bench/qa_sweep.py — curated regression bench
     scripts/bench_emergent.py — random-word stress test

  2. Four question fixtures (75 / 28 / 9 / 1 / smoke) with cell
     sizes + use cases per fixture

  3. Signal floor (5pp / n=3 × 9 = 27 / vLLM c=3-4 saturation)

  4. Make targets cheat sheet (bench-qa, bench-emergent,
     --policy KEY=VALUE A/B pattern, --resume)

  5. Bench-row schema — every field a row carries
     (identity / verdict / diagnostics / preflight projection /
     quantifier classifier / capacity / directive compliance / time)

  6. Where headlines live (qa-modes-bench.md addenda, per-ticket
     §12/§13 bench sections)

  7. bench-emergent log shape + #000006 rolling-amend pattern

  8. How to run a focused A/B (the four-cell pattern from #000008)

  9. How to interpret results (STRICT-rate, mean-ratio,
     UNGROUNDED-rate, FORMAT_COLLAPSED rate, violation kind
     distribution, audit-line tails)

  10. Operator commands cheat sheet (--show-preflight,
      --apply-quantifier-caps, --reject-broad, --soft-preflight,
      Makefile shortcuts)

CLAUDE.md docs index updated to point to benchmarks.md as the
"read first" entry for bench work, and to add bench-emergent-design.md
to the index (was missing).
2026-05-04 07:05:46 -04:00