Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

Deema Alnuhait, Gengyu Wang, Muhammad Khalifa +1

As multi-agent systems enter high-stakes domains, the possibility that agents may circumvent safety boundaries is a growing concern. Prior work has examined this risk primarily in…