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Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

This story is from 2026-09-17. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.17708v1 Announce Type: new Abstract: Reliable confidence estimation is increasingly central to the trustworthy deployment of language models: a calibrated estimate of the probability that an output is correct decides what to ship, what to escalate, and what to retry. Existing confidence…

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  1. 2026-09-17 04:00 · arXiv cs.CL
    Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

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