Large Language Models Hack Rewards, and Society.

arXiv:2606.04075v3 Announce Type: replace-cross Abstract: Reinforcement learning (RL) has become a dominant post-training paradigm, enabling large language models (LLMs) to learn from rewards. We observe that societal regulations are structurally similar to re