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What is Reasoning Models Enhance Confidence Calibration about?

This document presents a study demonstrating that reasoning models, which utilize extended chain-of-thought (CoT) reasoning, exhibit superior confidence calibration compared to non-reasoning models. The research shows that reasoning models can dynamically adjust their confidence throughout the reasoning process, leading to more accurate expressions of confidence. The findings indicate that even non-reasoning models can benefit from slow thinking behaviors when guided appropriately, enhancing their reliabili

Author

greg

Language

EN