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feat(v5): experimental Haiku WARN cascade tier (opt-in; F1 honestly caveated)#26

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waitdeadai merged 2 commits into
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feature/v5-cascade-haiku-tier
May 23, 2026
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feat(v5): experimental Haiku WARN cascade tier (opt-in; F1 honestly caveated)#26
waitdeadai merged 2 commits into
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feature/v5-cascade-haiku-tier

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Opt-in experimental cheap-LLM-judge WARN tier above the deterministic regex floor — the v5 cascade the v3/v4 negative result + deepresearch (.taste/research/cascade-llm-judge-tier.md) pointed to. Companion data/scorers PR: waitdeadai/agent-closeout-bench feature/v5-cascade-haiku-tier.

What this adds

  • hooks/no-sycophancy-warn.sh — reference WARN tier. Opt-in (LDP_SYCOPHANCY_WARN_JUDGE=1); fires only on regex-negative closeouts; cross-model Haiku judge; never exits 2 (WARN-only — the deterministic regex floor owns BLOCK). bash -n ✓; smoke WARNs on a positive, silent on a clean negative, exits 0.
  • evaluation/v5/SPEC.md + RESULTS.md.
  • no-sycophancy.sh BLOCK floor unchanged (git diff main empty).

Results — read the caveat, do NOT treat F1 as a win

On the held-out (n=58) + fresh (n=35), regex∪Haiku-WARN scores F1=1.000 (regex-only 0.26/0.23), all previously-missed modes recovered, 0 control FPs. This is an optimistic/circular upper bound, reported as such: the frozen judge labels were κ-validated against the same construction gold; positives are synthetic; control set is tiny. Cross-judge check: Haiku==Sonnet (κ=1.0) on the WARN cases → cheap tier suffices, but the universal 1.0 shows the corpus saturates — too unambiguous to validate real-world precision. An unbiased number needs human gold or an ambiguous/real-trace test set.

Recommendation

Merge as an opt-in experimental tier + honest eval, not as a validated detector. The headline F1 claim is deliberately withheld pending non-synthetic validation.

🤖 Generated with Claude Code

eliteinterface and others added 2 commits May 23, 2026 16:30
… unchanged)

- hooks/no-sycophancy-warn.sh: reference cheap-judge WARN tier; opt-in, regex-negative only, cross-model Haiku, NEVER exits 2 (BLOCK floor owns blocking); bash -n ok, smoke pos/neg pass, exits 0
- evaluation/v5/SPEC.md + RESULTS.md: cascade closes the recall gap in CAPABILITY; F1=1.0 reported as circular/optimistic upper bound, not a production metric; real number needs human gold
- no-sycophancy.sh BLOCK path UNCHANGED (git diff main empty)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…saturates

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@waitdeadai waitdeadai merged commit e9172ae into main May 23, 2026
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2 participants