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Can Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool Use
ICML 2026接收，揭示AI智能体在真实开放世界中泛化失败的核心原因——静态训练缺陷。
arXiv:2607.01084v1 Announce Type: new Abstract: While Large Language Model (LLM) agents demonstrate proficiency in static benchmarks, their deployment…