Shai Vardi

Epistemic Warrant for LLM Recommendations: Characterizing the Basis for Reliance When Ground Truth Is Unavailable

This work introduces epistemic warrant, a decision-level construct that characterizes the stability of a model's preference and the scope over which that preference holds, and demonstrates that epistemic warrant provides information distinct from verbalized confidence and is not readily explained by decision difficulty...