Auditing Cascading Risks in Multi-Agent Systems via Semantic-Geometric Co-evolution

Zixun Luo, Yuhang Fan, Hengyu Lin +2

Large Language model (LLM)-based Multi-Agent Systems (MAS) are prone to cascading risks, where early-stage interactions remain semantically fluent and policy-compliant, yet the und…