[KongchangAI]
Unverified50% confidenceFactExact time

Circe is a training-free self-evaluation method that assesses the correctness of LLM answers by fusing internal computational signals with external output signals, without relying on reference answers and without repeated sampling.

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50%
Confidence
Long-term
Relevance
11/6/2026
First Seen

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