How AI Models Manage Epistemic Authority: A Taxonomy and Comparative Analysis of Responses to User Disagreement

Riyadh Alnasser, Yusuf Mücahit Çetinkaya, Sumin Zhao +1

Large language models are increasingly used as sources of advice and information, including in high-stakes settings, yet little is known about how they respond to user disagreement…