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News/Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use
arxiv
PublishedMay 16, 2026 at 4:00 AM
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Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use

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arXiv:2605.15041v1 Announce Type: new Abstract: Tool use extends large language models beyond parametric knowledge, but reliable execution requires balancing appropriate reasoning depth with strict structural validity. We approach this problem from a case-based perspective to present CAST, a case-dr

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