这篇文章介绍了名为 TOOLUNIVERSE 的创新生态系统，旨在通过提供一个统一的工具和数据分析共享环境来实现人工智能科学家的自主化。这个开源平台将大型语言模型（LLMs）、代理和推理模型与 600 多种科学工具、数据集和 API 相结合，以便构建定制的 AI 科学家。TOOLUNIVERSE 通过其 AI-工具交互协议标准化了工具的识别和调用，并提供了工具发现、创建、优化和组合等核心组件，从而支持端到端的研究工作流。一个针对高胆固醇血症的案例研究表明，TOOLUNIVERSE 能够筛选和优化候选药物分子，成功地恢复了已知发现并提出了新的专利候选药物。该生态系统旨在通过标准化和提高互操作性，克服现有 AI 研究系统定制化、工作流僵化和缺乏共享基础设施的局限性。References: Gao S, Zhu R, Sui P, et al. Democratizing AI scientists using ToolUniverse[J]. arXiv preprint arXiv:2509.23426, 2025.
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