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News/ToolChoiceConfusion: Causal Minimal Tool Filtering for Reliable LLM Agents
arxiv
PublishedJune 6, 2026 at 4:00 AM
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ToolChoiceConfusion: Causal Minimal Tool Filtering for Reliable LLM Agents

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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 rele

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