To Call or Not to Call: Diagnosing Intrinsic Over-Calling Bias in LLM Agents

Wei Shi, Ziheng Peng, Sihang Li +4

LLM agents exhibit a consistent tendency to over-call, invoking tools even in situations where none is needed. On the When2Call benchmark, six models from three families show high…