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the decoder · 2026年10月3日

哈佛物理学家开发BootLoops,用于人工智能驱动的科学计算

哈佛物理学家马修·施瓦茨创建了BootLoops,一个开源框架,用于人工智能模型进行精确的科学计算,弥合了18个领域的知识差距。这加速了研究,改变了科学家的工作方式。

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harvard physicist matthew schwartz created bootloops, an open-source harness that utilizes ai models for precise scientific calculations. schwartz and 19 co-authors used bootloops to produce 36 manuscripts across 18 fields in just three months. the tool helped ai model claude compute 30 integrals, solve a 20-year-old ecology equation, and analyze 5.7 billion mutation pairs from the 1000 genomes project. schwartz notes that ai often requires human oversight to avoid incorrect conclusions. this development accelerates research, changes how scientists work, and raises questions about the future of research funding and phd training.

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