AIBullisharXiv – CS AI · 9h ago7/10
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Tools as Continuous Flow for Evolving Agentic Reasoning
Researchers propose FlowAgent, a novel approach that reconceptualizes how Large Language Models orchestrate tools by treating tool chaining as continuous trajectory generation rather than step-wise execution. The method uses conditional flow matching to provide global planning perspectives, demonstrating improved robustness and generalization to unseen tools across long-horizon reasoning tasks.