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这就好比我们突然发现，原本只会纸上谈兵的军师，一旦给了他一套完整的作战工具，立刻就能指挥千军万马。研究结果显示，不同的AI模型在获得沙盒环境后，性能提升幅度从1%到24%不等，这在AI领域算是相当可观的进步。

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在金融服务领域做 AI Agent ，每一个错误都可能让你万劫不复。一个错误的营收数字，一句被曲解的业绩指引，一个有问题的DCF假设，专业投资者会拿着你的输出做上百万美元的决策。错一次，信任就永远消失了。

这项由微软研究院和中国人民大学高瓴人工智能学院联合开展的研究发表于2025年1月的arXiv预印本平台，论文编号为arXiv:2601.16206v1 ...