To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling

Qinyuan Wu, Soumi Das, Mahsa Amani +5

Agentic AI architectures augment LLMs with external tools, unlocking strong capabilities but potentially incurring substantial costs. Moreover, tool use is not always beneficial: r…