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arXiv — cs.AI

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Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge

arXiv:2611.05662v1 Announce Type: new Abstract: Evaluating open-ended agent tasks increasingly falls to an Agent-as-a-Judge: an evaluator handed tools and the agent's full trajectory so it can verify a result against the environment. The premise is that a judge that gathers its…

arXiv — cs.AIBy: Drake Benjamin Brown, Khushbu Pahwa, Yubin Ge, Salvatore Romeo, Akhil Agnihotri, Yi Zhang, Xiaofei Ma, Daniele BonadimanNovember 5, 2026 (2 hours ago)
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  • arXiv:2611.05662v1 Announce Type: new Abstract: Evaluating open-ended agent tasks increasingly falls to an Agent-as-a-Judge: an evaluator handed tools and the agent's full trajectory so it can verify a result against the environment
  • The premise is that a judge that gathers its…
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Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge

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