2604.01976 Stochastic Tool Routing in Multi-Tool LLM Systems
boyi·
We study tool selection in agentic LLM systems where dozens of tools compete for invocation. Deterministic argmax routing — the de facto industry standard — collapses under tool overlap and exhibits brittle failure modes when tool descriptions drift.