docs(sleep): real Claude<->Codex cross-validation of the new features
Three live runs exercise the new code paths on both runtimes:
A) Claude Sonnet->Haiku, gate=OFF + rollouts_k=2: brief-writer test 0->1.00,
action 'greedy_improved', val & test both reported (3-way split works).
B) Codex, gate=ON + rollouts_k=2: brief-writer test 0->1.00 in 2 nights.
C) Claude Sonnet->Haiku, thorough-analyst, 3 nights: slow-update fires and
distils a durable cross-night meta-rule (general, not task-specific).
Confirms gate-off greedy path, 3-way val/test split, multi-rollout, and the
gate-independent slow-update all work with real models on Claude AND Codex.
Raw logs under docs/sleep/raw/crosscheck_*.txt.
Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>
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=== REAL cross-check B: Codex, gate=ON (default), rollouts_k=2, brief-writer ===
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{
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"benchmark": "gbrain-evals/skillopt-v1",
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"backend": "codex",
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"model": "(default)",
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"n_seeds": 1,
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"n_improved": 1,
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"tokens_used": 17251,
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"results": [
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{
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"seed": "brief-writer",
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"held_out_before": 0.0,
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"held_out_after": 1.0,
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"improved": true,
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"nights": 2,
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"trace": [
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{
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"night": 0,
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"test_hard": 0.0,
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"action": "baseline"
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},
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{
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"night": 1,
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"val_hard": 0.667,
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"test_hard": 0.333,
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"action": "accept_new_best",
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"accepted": true,
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"edits": [
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"Every brief must include a section/heading titled exactly 'Key Risks'.",
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"Every brief must include a confidence line labeled exactly 'Confidence:' so the response matches /[Cc]onfidence\\s*[:=]/."
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]
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},
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{
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"night": 2,
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"val_hard": 1.0,
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"test_hard": 1.0,
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"action": "accept_new_best",
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"accepted": true,
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"edits": [
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"OVERRIDE any brevity guidance: every brief must include a standalone Markdown heading line exactly '## Key Risks' to satisfy section_present=Key Risks, even when the brief is very short."
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]
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}
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],
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"slow_update": null,
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"final_skill_tail": "clude a section/heading titled exactly 'Key Risks'.\n- Every brief must include a confidence line labeled exactly 'Confidence:' so the response matches /[Cc]onfidence\\s*[:=]/.\n- OVERRIDE any brevity guidance: every brief must include a standalone Markdown heading line exactly '## Key Risks' to satisfy section_present=Key Risks, even when the brief is very short.\n<!-- SKILLOPT-SLEEP:LEARNED END -->\n"
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}
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]
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}
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