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This is a Experimental Study study.

September 12, 2025Open Access

BioLab: End-to-End Autonomous Life Sciences Research with Multi-Agents System Integrating Biological Foundation Models

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BioLab automates end-to-end biological research using a multi-agent approach, suggesting breakthroughs in antibody design.

BioLab autonomously designed antibodies that achieved IC50 values of 0.01-0.016 nM, surpassing the standard.
The system integrates 219 computational xBio-Tools across five biological scales to enhance research efficiency.
BioLab employs a multi-agent system and foundation models, consistently outperforming leading AI models in standard tests.
The design framework supports the closure of computational-experimental loops, enabling comprehensive hypothesis validation.

Jin et al. (2025) studied this question.

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