Autonomous AI Agents Design High-Activity Enzymes in Closed-Loop Lab

A closed-loop system of multiple autonomous AI agents designs protein variants, builds and characterizes them in a robotic lab, and learns from feedback, discovering glycosidase variants with altered substrate specificity.

2026-08-21 ~ 2026-08-21 · 2 related posts

• Three agents share data to autonomously control a lab and design high-activity enzymes — KevinKaichuang · 2026-08-21
• Paper: AI agents learn protein function through autonomous experimental interaction — KevinKaichuang · 2026-08-21