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Predicting debate’s benefit to weaker LLM judges requires more than a generator–verifier performance gap.

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https://arxiv.org/pdf/2605.27483 Untraced · nothing upstream recorded

A more obvious diagnostic fails. On every pairing, the same model is better at verifying than generating: solo solve rates of 60–74% become 76–91% as a verifier (Figure 4, Panel A). But this generator–verifier gap is not enough.

https://arxiv.org/pdf/2605.27483extraction 0.75

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