Study finds Agent-as-a-Judge evaluators remain prone to confirmation bias

A new arXiv paper examines Agent-as-a-Judge systems, where an evaluator with tools reviews an agent's full trajectory, and finds they are grounded but not immune to confirmation bias.

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2026-11-05 05:00 · arXiv cs.AI
Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge

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