OpenAI 智能体分析小鼠大脑数据仅需 32 分钟
OpenAI agents analyze mouse brain data in 32 minutes, a job that would take humans months
OpenAI 与 PerturbAI 和 Scripps Research 合作,利用数千个 AI 智能体分析了数百万个小鼠细胞的数据。这些智能体在 GPT-Rosalind 上运行,通过全脑 CRISPR 映射分析了基因变化如何影响小鼠大脑中的不同细胞类型。整个分析过程仅用了 32 分钟。
OpenAI 的智能体在分析小鼠大脑数据方面展现出高效性,为研究人员提供了新的工具和方法。
OpenAI teamed up with PerturbAI and Scripps Research to deploy thousands of AI agents that analyzed biological data from millions of mouse cells. According to OpenAI, the agents ran on GPT-Rosalind and worked through a whole-brain CRISPR atlas, which maps how gene changes affect different cell types in the mouse brain.
The full analysis took 32 minutes. Each agent took on a single gene perturbation, analyzed how the cells responded, and searched the scientific literature for explanations. The team estimates that doing the same analysis by hand would take anywhere from several months to a year.
Among other findings, the agents turned up unexpected differences between two disease-related genes and a possible link between cholesterol regulation and neurodegeneration. In blind comparisons, human experts preferred the distributed agents' reports over those from a single agent 75 percent of the time. The resulting "Reasoning Atlas" is available on GitHub, and the accompanying paper is out on bioRxiv.
OpenAI says these leads should help researchers decide which mechanisms to test in the lab first.
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来源:The Decoder · the-decoder.com