Judges Follow the Reference: The Derivation Gap in Verifying Tool-Call Arguments.

arXiv:2610.18497v1 Announce Type: new Abstract: Tool-call judges evaluate argument values proposed by LLM agents. We find that they accept a correct value less often when their input holds no reference for it, that is, no text that says what the value should b