Knowing What You Know Is Not Enough: Large Language Model Confidences Don't Align With Their Actions

Arka Pal, Teo Kitanovski, Arthur Liang +2

Large language models (LLMs) are increasingly deployed in agentic and multi-turn workflows where they are tasked to perform actions of significant consequence. In order to deploy t…