Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use
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 …