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Lab Automation

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AI agents design and test robotic lab protocols in virtual simulation

Researchers described a system in which AI agents take a scientist's description of a research goal and lab setup, then write detailed step-by-step protocols for lab robots. The agents build a virtual replica of the lab to test and refine these protocols before directing real robotic arms to carry them out, and can even help design an entire lab layout from scratch. In one test, the agents generated over 200 commands for a robotic arm to measure optical properties of nanocrystals, detailed in an October preprint that has not been peer reviewed.

Anthropic and Janelia unveil Model Hardware Standard to link lab instruments via AI

Anthropic and the Howard Hughes Medical Institute's Janelia Research Campus have developed a software framework called the Model Hardware Standard (MHS) that lets lab instruments from different vendors communicate and be controlled by AI agents. Researchers at Carnegie Mellon demonstrated the system autonomously coordinating a robotic arm, a liquid-handling device and an analysis instrument without human intervention.