Robotic laboratory automation system with AI orchestration

The Self-Driving Laboratory: Where Agents Meet Robots

Introduction: The Closed Loop of Discovery For centuries, the scientific method has followed a familiar rhythm: a human scientist observes a phenomenon, formulates a hypothesis, designs an experiment, executes it manually or with basic automation, analyses the results, and iterates. This cycle — hypothesis, experiment, analysis, refinement — is the engine of scientific progress. But it’s also a bottleneck. Each iteration takes days, weeks, or months. Human bandwidth limits the search space we can explore. And crucially, the loop is open: the scientist must close it manually, bringing their intuition and experience to bear at every step. ...

March 19, 2026 · 67 AI Lab