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LLM-as-a-Judge for Behavioral Quality: Useful Evaluator or Circular Scorekeeper?
LLM judges can scale behavioral evaluation, but they inherit biases and can reward style over substance. Reliable use requires clear rubrics, calibration, uncertainty, and human checks.
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