Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale

Amit Roth, Ankur Samanta, Matan Halevy +2

Aligning autonomous agents with human intent remains a central challenge in modern AI. A key manifestation of this challenge is reward hacking, whereby agents appear successful und…