百曜科技发布LLM-JEPA架构AI虚拟细胞模型CellOS
中国团队将JEPA架构用于单细胞建模，发布虚拟细胞模型CellOS，可预测细胞动态变化，有望加速药物研发。
百曜科技推出全球首个基于LLM-JEPA架构的虚拟细胞模型CellOS，参数达120亿，用3.9亿单细胞训练。它让AI能预测药物和基因扰动后的细胞变化，在核心指标上大幅领先现有模型，为药物研发提供新范式。
正文摘录
Four years ago, when LeCun proposed JEPA, he probably never imagined that this architecture would one day be used to understand: a single cell. As one of the earliest companies in the world to deploy in this field, Baiyao Technology has officially released AURA CellOS, the world's first AI virtual cell world model based on the LLM-JEPA architecture. This model is currently the largest single-cell foundation model in public reports, trained on 390.5 million human single-cell transcriptomes, covering almost all important human cell types: more than 40 human tissues and more than 260 cell types. Its most noteworthy breakthrough lies in the fact that it is the first to systematically introduce JEPA (Joint Embedding Prediction Architecture) and the world model concept into single-cell research.…