arxivcs.AIcs.CY2026-07-19
A Diagnostic Framework for AI Agent Behavior
Xichen Zhang, Yingjie Zhang, Tianshu Sun
AI agents increasingly act within the same clinical, political, scientific, and social systems that behavioral scientists study. Evaluating these systems requires source-level diagnosis: the same behavioral pattern may arise from an agent representational substrate or from the ro…