arXiv paper introduces tool efficiency and marginal tool utility metrics to assess LLM agent tool call utility.
Read the original at arxiv.org→arXiv:2607.14108v1 Announce Type: new Abstract: This paper introduces tool efficiency, a new quantitative metric to evaluate the rate of useful tool calls in an LLM agent trajectory. To ensure that tool efficiency...
Original headline: "Eta Given Delta: Defining LLM Tool Efficiency With Marginal Tool Utility"