Do Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations.

arXiv:2609.09448v2 Announce Type: replace Abstract: As agentic systems getting adopted rapidly in safety critical applications, it is vital to measure the confidence associated with the agentic actions. In comparison to the traditional machine learning systems