Author

M. Steyvers

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#artificial intelligence Jun 2026

From 'May' to 'Is': Certainty Distortion in Language Model Rewriting

This work investigates certainty distortion in Language Models and proposes an LM-based evaluation metric that is consistent with population-level judgments of certainty, which reveals a general bias toward inflating expressed certainty.

Catarina G. Belém, Shangjia Wu, Hongyu Yao et al. · arXiv.org · 0 citations