Multi-Agent Safety and Robustness Vulnerabilities

Clinical multi-agent systems are vulnerable to social shortcut cascades where peers' wrong answers cause holdout agents to flip, and current oversight (gate, judge, referee) fails. New research shows LLMs can spread 'mind viruses' via memes, a novel cross-agent attack vector. These raise open questions about designing independent oversight and highlight benchmark gaming risks.