An AI-Native Biofoundry for Autonomous Enzyme Engineering: Integrating Active Learning with Automated Experimentation
Chuwen Zhang, Lixiang Yang, Yanjia Qin, Danjing Li, Shimao Dong, Meng Yang
This paper introduces an AI-native biofoundry that uses natural language and active learning to autonomously engineer enzymes, achieving high hit rates and improved sequencing performance.
bioRxiv · Feb 1, 2026 · PreprintBioengineering