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News/The Computational Basis of Confidence in Large Language Models
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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The Computational Basis of Confidence in Large Language Models

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arXiv:2607.12447v2 Announce Type: replace Abstract: Reliable confidence -- the probability that a model's own answer is correct -- is essential for the trustworthy deployment of language models. Existing work has largely evaluated confidence by how well it predicts correctness and whether it is cali

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