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University of Notre Dame
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Community-sourced tools aren't just more diverse, they can substantially boost agent performance, suggesting that the quality of the tools themselves, not just how agents use them, is a major bottleneck.
Free-form Chain-of-Thought prompting actually *hurts* LLMs when it comes to structured function-calling tasks, but a guided-structured template approach boosts tool-use accuracy by up to 12%.
