Characterization of Multi-Model Agentic AI Systems on General Tasks via Trace-Driven Simulation 事件

Characterization of Multi-Model Agentic AI Systems on General Tasks via Trace-Driven Simulation arXiv:2606.01725v1 Announce Type: new Abstract: Agentic AI completes tasks through iterative planning, tool use, and reasoning based on observed outcomes. Despite its popularity, its system-level behavior remains poorly understood, particularly for complex datasets and agent architectures-owing to highly non-deterministic execution, prohibitive evaluation costs, and limited visibility into proprietar