Unverified50% confidenceDecision RuleExact time
Do not let the judge simultaneously take on the two responsibilities of "derivation" and "verification"; assigning the derivation step to a dedicated model and letting the judge focus on comparison can significantly improve the reliability of the entire evaluation pipeline.
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50%
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Long-term
Relevance
10/14/2026
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