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ToolChoiceConfusion: Causal Minimal Tool Filtering for Reliable LLM Agents

Rahul Suresh Babu, Laxmipriya Ganesh Iyer
Jun 5, 2026 at 04:00
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arXiv:2606.06284v1 Announce Type: new Abstract: Large language model agents increasingly rely on external tools, but larger tool menus can reduce reliability and efficiency by increasing wrong-tool calls, premature actions, and token cost. Existing tool-selection methods often optimize semantic relevance, exposing tools whose names or...

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