智能体
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百图生科与华大智造合作：共建专属细胞大模型，探索“设备+模型+智能体”一体化
百图生科（BioMap）与华大智造签署战略合作协议，计划联合构建专属细胞大模型，提升细胞状态建模与扰动响应预测能力，并建设高质量数据基础设施。双方还拟探索“设备+模型+智能体”一体化产品模式，由测序与实验室自动化设备产生数据、模型理解细胞、智能体承接具体任务，以推动AI4S从论文演示走向产品化。
AI推荐理由 内容为百图生科与华大智造签署战略合作、共建专属细胞大模型并探索“设备+模型+智能体”一体化产品模式的报道，属于AI4S产业合作的具体新信息，对生物大模型与实验室自动化结合有参考价值。但来源为AIbase聚合类资讯，正文多为编辑解读，缺少合作金额、时间表、技术指标等可验证细节，且未提供模型规模或效果证据，故质量与兴趣评分均不宜过高。
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Baitu Bioscience partners with BGI Tech: Jointly building a dedicated cell large model, betting on the integration of equipment + model + intelligent agent
AIbase基地
Published inAI News · 3 min read · Sep 14, 2026
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On September 11, BioMap and BGI Tech signed a strategic cooperation agreement. The two companies aim to build a proprietary cell large model, elevate the capabilities of modeling cell states and predicting perturbation responses, and establish a high-quality data infrastructure. They also plan to explore an integrated product model of "equipment + model + agent", accelerating the progress of AI4S (AI for Science).
The most intriguing aspect of this collaboration is the seamless integration of their roles. BGI Tech stands at the upstream of sequencing and laboratory automation equipment, holding the hardware entry point that generates real biological data; BioMap, on the other hand, excels in using AI to model life systems, being a rare leading player in the AI4S field. Combining "data-generating equipment" with "cell-understanding models" creates a dedicated data pipeline from the source to model training — the cell large model will no longer rely only on public or fragmented data, but instead be built on the high-quality infrastructure jointly established by both parties.
Following the product roadmap of "equipment + model + agent," the two companies aim not just for one model, but a closed-loop system that can be directly embedded into research and industrial processes: equipment generates data, the model understands cells, and the agent takes on specific tasks. For both companies, this is a clear signal to push AI4S further from papers and demos toward tangible products.
AI4SCell Large ModelBGI TechBaitu Bioscience
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