---
title: "Rethinking Confidence in Reasoning Models | Cohere"
type: signal
url: https://frontiernewswire.com/s/rethinking-confidence-in-reasoning-models-cohere-5d11fb25
published: 2026-10-20T13:40:00.000Z
byline: "Source: COHERE"
---

# Rethinking Confidence in Reasoning Models \| Cohere

Source: COHERE · Published 2026-10-20 · Canonical: https://frontiernewswire.com/s/rethinking-confidence-in-reasoning-models-cohere-5d11fb25

How confident are reasoning models? CALIBER reports initial and final confidence, cutting Expected Calibration Error on BigMathDigits while boosting AUROC.

## Sources

- [Read the original at COHERE](https://cohere.com/blog/rethinking-confidence-in-reasoning-models)

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---

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