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标题为英语Right Order, Wrong Scale: Auditing LLM Judges for Occupational AI Measurement

LLM judges are increasingly used to assess whether AI outputs meet workplace requirements, but agreement on response rankings does not establish agreement on acceptance rates or occupational aggregates. We introduce O*NET-BENCH, an audit suite derived from an existing survey of…

arXiv — cs.AI作者: Harry Lyu, Neil Thompson2026年10月5日 (10月5日)
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  • LLM judges are increasingly used to assess whether AI outputs meet workplace requirements, but agreement on response rankings does not establish agreement on acceptance rates or occupational aggregates
  • We introduce O*NET-BENCH, an audit suite derived from an existing survey of…
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Right Order, Wrong Scale: Auditing LLM Judges for Occupational AI Measurement

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