Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Proposes a method for AI agents to estimate their own confidence from experience, which could improve reliability but also enable more autonomous decision-making.

Auto-scored: A research paper on confidence estimation for AI agents, a minor capability improvement with potential dual-use implications.