- The laboratory reports five rounds covering 335 synthesized and tested formulations.
- Reported results concern laboratory formulation experiments, rather than demonstrated clinical outcomes.
A coordination layer for experiments
Shanghai AI Lab announced Sage LabOS in a November 6 report, describing software that connects scientific AI agents with laboratory instruments and robots. The system uses the lab's SCP-Lab protocol as a common equipment interface and its W0 physical world model to support robotic handling. Its functions span capability discovery, task orchestration, execution scheduling and data feedback.
Reported formulation results
In work with Lingang Laboratory, the team says it completed five rounds of closed-loop experimentation, automatically synthesizing and testing 335 lipid-nanoparticle formulations. It reports that encapsulation efficiency increased from 67% to 98%, while in-vitro transfection improved across successive rounds. These are the laboratory's reported results; this brief has not independently reproduced them.
The workflow combines AI-designed formulations, GUI agents operating instruments, and a wheeled dual-arm robot moving samples between stations. Experimental data returns to the AI agent to inform the next batch. The report describes formulation research and laboratory automation, and does not establish clinical effectiveness or regulatory approval for a medicine.
Sources & context
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