A new benchmark called MAC-Bench has been introduced to evaluate compliance in multi-agent systems, addressing the risks of agents violating safety rules for rewards. This framework aims to improve procedural alignment by assessing trade-offs between task success and regulatory adherence in the context of evolving Large Language Models.