Beyond Function Calling: Benchmarking Tool-Using Agents under Tool-Environment Unreliability

Yang Tian, Zhengpeng Shi, Yu Zhou +1

Large language models are increasingly deployed as agents that solve tasks by interacting with external tool environments. Although recent tool-use benchmarks increasingly cover co…