When Do Models Admit They Are Wrong? Failure Disclosure Is Unstable Under Reinforcement Learning.

arXiv:2609.33220v1 Announce Type: cross Abstract: Outcome-based reinforcement learning can produce models with similar task performance but very different ways of communicating about their mistakes. We study failure disclosure: whether a model admits that an a