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Republish with unified 20-model failure-audit annotations (20260707c)#113

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MaxGhenis merged 2 commits into
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unified-audit-publish
Jul 8, 2026
Merged

Republish with unified 20-model failure-audit annotations (20260707c)#113
MaxGhenis merged 2 commits into
mainfrom
unified-audit-publish

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@MaxGhenis

@MaxGhenis MaxGhenis commented Jul 8, 2026

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Republishes the dashboard artifact with the unified 20-model failure audit and adds the publish gate that asserts annotation coverage.

Artifact: dashboard-data-20260707c

  • Unified Codex failure audit across all 20 models: 889 cases prepared, 636 substantive verdicts, 5,351 row annotations (us_audit_row_annotations.csv regenerated from the corrected derivation narratives).
  • Replaces the patchwork where GPT-5.5's default-effort rerun had 24 wrong cells with no judge annotation and 71 stale ones, and where other models' annotations quoted the fabricated Medicaid narratives fixed in Ground Medicaid derivation narratives in the engine's eligibility category #110/Republish dashboard with corrected derivation narratives (20260707b) #112.
  • Only annotation-class leaf fields changed vs 20260707b — modelStats and globalWeights are byte-identical; scores did not move, so the dataset stays v1.1.
  • Pointer + manifest live_dashboard_artifact updated in the usual single commit; the frozen published_dashboard_artifact pin (dashboard-data-20260616) is untouched.

Publish gate: judge-annotation coverage

validate_country_payload gains require_failure_annotations: every scenarioPredictions leaf that is wrong by the failure audit's own definition (thresholdScore < 100) must carry a judged failureSource.

  • publish-dashboard and the validate-dashboard CLI enforce it, so the GPT-5.5 gap class can never ship again — publish_dashboard refuses the 20260707b payload with 46 errors, while this PR's payload passes clean.
  • Plain exports stay structural because fold-board staging legitimately precedes the audit.
  • Covered by five new schema tests (fail without annotation, pass with, correct answers exempt, staged-export default, flag threading through the combined payload).

🤖 Generated with Claude Code

One coherent Codex audit of every wrong cell across all 20 models
against the corrected narratives: 889 cases, 5,351 row annotations.
Covers GPT-5.5's default-effort rerun for the first time and retires
annotations that quoted the pre-correction narratives. Scores,
predictions, and weights byte-identical to 20260707b.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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validate_country_payload gains require_failure_annotations: every
scenarioPredictions leaf that is wrong by the failure audit's own
definition (thresholdScore < 100) must carry a judged failureSource.
publish-dashboard and the validate-dashboard CLI enforce it; plain
exports stay structural because fold-board staging legitimately
precedes the audit.

The 20260707b payload shipped GPT-5.5 wrong answers with no judge
annotation because nothing asserted coverage. publish_dashboard now
refuses that payload with 46 errors while the unified-audit payload
(20260707c) passes clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@MaxGhenis MaxGhenis merged commit 5db2fde into main Jul 8, 2026
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@MaxGhenis MaxGhenis deleted the unified-audit-publish branch July 8, 2026 09:58
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