微软：2025年AI Agent系统故障模式分类白皮书（英文版）

Agentic AI systems are gaining prominence in both research and industry to increase the impact and value of generative AI. To understand the potential weaknesses in such systems and develop an approach for testing them, Microsoft’s AI Red Team (AIRT) worked with stakeholders across the company and conducted a failure mode and effects analysis of the current and envisaged future agentic AI system models. This analysis identified several new safety and security failure modes unique to agentic A