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TopicsLLM-as-a-Judge Large language models AI Debate LLM Prompt Sensitivity

AI judges given human-like personas judge debate and consultancy protocols more accurately than human or default AI judges.

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AI Debate Aids Assessment of Controversial ClaimsJun 2, 2025 Untraced · nothing upstream recorded

In Study II, AI judges with human-like personas achieve even higher accuracy (78.5%) than human judges (70.1%) and default AI judges without personas (69.8%), suggesting their potential for supervising frontier AI models.

AI Debate Aids Assessment of Controversial Claimsextraction 0.75

Study II: AI judges with and without human-like personas evaluated the same debate and consultancy protocols.

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