Beyond the Black Box: Interpretability of Agentic AI Tool Use 事件

Beyond the Black Box: Interpretability of Agentic AI Tool Use arXiv:2605.06890v3 Announce Type: replace Abstract: AI agents are promising for high-stakes enterprise workflows, but dependable deployment remains limited because tool-use failures are difficult to diagnose and control. Agents may skip required tool calls, invoke tools unnecessarily, or take actions whose consequence becomes visible only after execution. Existing observability methods are external: prompts reveal correlations, evalu