Measuring and Reducing Unusable Replies of LLM Agents.

arXiv:2610.19659v1 Announce Type: cross Abstract: People delegate multi-step work to LLM agents and read only the reply that the agent hands back. Current evaluation scores task completion and the faithfulness of reports, and it leaves open whether the request