One Readout, Many Repairs: Diffusion-Guided Hierarchical Search for Tool-Agent Repair.

arXiv:2609.34879v2 Announce Type: replace Abstract: Tool agents use large language models to act through external tools, yet successfully executed calls can still leave user requests unfulfilled. Tool-agent repair seeks alternative call sequences that execute