From Knowing to Acting: Benchmarking Self-Awareness Capability of LLM Agents

Yifan Li, Shengbin Yue, Boyu Feng +6

The integration of external tools has transitioned LLM agents from passive responders to autonomous systems. However, current benchmarks prioritize execution success, neglecting se…