AI Insight
Researchers have developed a system of artificial intelligence agents that can design and operate robot-powered laboratories. The AI agents first create digital simulations of laboratory workspaces containing robots and instruments to optimize their configuration and workflow, then autonomously direct the operations of the actual physical laboratory based on these simulations.
Why it matters
This technology could significantly improve laboratory efficiency and reduce human error in experimental settings by automating both the design and operation phases of laboratory work. The approach may accelerate scientific research across fields by enabling 24/7 autonomous experimentation with optimized workflows.
Understand the Science
Nature, Published online: 06 November 2026; doi:10.1038/d41586-026-03587-x
A team of artificial-intelligence agents simulates a laboratory of robots and instruments to ensure that the physical workspace functions smoothly and then directs that workspace’s operations.
Source: These AI agents design your perfect robot-powered lab — and run it for you