Concept detail
eval suite authorship and failure-label quality
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Publication timeline
- 2026-081 video
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Observed neighbors
domain expertise as reliability multiplier
Implies eval fixture quality is bounded by the domain competence of whoever authors the cases and adjudicates pass/fail, so low-success evals may reflect weak authors rather than weak models.
1 source videos
OpenAI Pays $280,000 For This Job. You Don't Have To Be An Engineer.Related tagged insights
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