tau3-Bench Banking

Headlines · 1

1. Nov 2
   ToolSpace Synthesizes MCP Environments for Long-Horizon Agents

   Hugging Face · Papers reports that Guanting Dong and 24 coauthors proposed ToolSpace, a framework that constructs tool-centric environments from execution traces of real MCP services and open agent corpora. It uses deterministic rules to derive tool dependencies, state-aware random walks with rollback, and assertion-based checks to retain tasks that replay successfully. The paper reports that seven frontier models dropped by as much as 38.2 points on harder AutomationBench and tau3-Bench Banking Pro versions, while Qwen3.6-35B-A3B and GLM-5.2 improved across seven long-horizon tool-use benchmarks.

   Hugging Face · Papers · 🔥 0

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