MAS-FIRE: Fault Injection and Reliability Evaluation for LLM-Based Multi-Agent Systems

Jin Jia, Zhiling Deng, Zhuangbin Chen +2

As LLM-based Multi-Agent Systems (MAS) are increasingly deployed for complex tasks, ensuring their reliability has become a pressing challenge. Since MAS coordinate through unstruc…