[KongchangAI]
Unverified60% confidenceFactExact time

During the pre-training phase, LLMs optimize token prediction probability through maximum likelihood estimation, lacking an inherent mechanism to 'know what they don't know,' and there is no necessary correlation between confidence and accuracy.

2
Sources
60%
Confidence
Long-term
Relevance
7/12/2026
First Seen

Sources

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