CoBRA: Learning Tool-Use Boundaries via Counterfactual Margins

Wenhao Zou, Xianglong Liu, Wendong Bi +3

As large language models increasingly act through external tools, deciding when to call a tool has become a central problem alongside deciding how to use it. Unnecessary tool calls…