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How Many Tools Should an LLM Agent See? A Chance-Corrected Answer

arXiv:2605.24660v2 Announce Type: replace Abstract: Before an LLM agent can use a tool, a retrieval system must decide which candidate tools to show to the agent. How long should that shortlist be? Show too many tools and the model struggles to choose.

arXiv CS 1d ago