Tools as Continuous Flow for Evolving Agentic Reasoning.

arXiv:2605.07339v3 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities in orchestrating tools for reasoning tasks. However, existing methods rely on a step-wise paradigm that lacks a global perspective, which