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October 3, 2025Open Access

Autonomous liquid-handling robotics scripting through large language models enables accessible and safe protein engineering workflows

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Authors

YGYuan GaoLLLizhou LuoYLYun Lan

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Overview

LabscriptAI generates executable scripts for liquid-handling robotics, enhancing protein engineering workflows with improved accessibility and safety.

Key Points

  • LabscriptAI autonomously generates Python scripts for liquid-handling robotics, increasing accessibility in synthetic biology.
  • Successful implementation in the CAPE competition revealed enhanced catalytic efficiency in enzyme variants through automated workflows.
  • The framework streamlines collaboration by engaging research communities and enhancing safety in laboratory automation.
  • LabscriptAI interfaces with community databases to standardize data retrieval and protocol deposits, supporting reproducible research.

Cite This Study

Gao et al. (2025) studied this question.

synapsesocial.com/papers/68e034fdf0e39f13e7fa346ehttps://doi.org/10.1101/2025.09.30.679666
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