Honest Lying: Understanding Memory Confabulation in Reflexive Agents 事件

Honest Lying: Understanding Memory Confabulation in Reflexive Agents arXiv:2605.29463v1 Announce Type: cross Abstract: Reflexion-style agents rely on self-generated reflections as memory, implicitly assuming that agents can accurately diagnose their own failures.We show that this assumption can fail systematically: across ALFWorld and HumanEval, agents store confident but incorrect interpretations of the task and continue acting on them across trials,even though the environment resets to the co