On August 22, The 238th Academic Seminar of the Institute of Synthetic Biology organized by the Institute of Synthetic Biology (iSynBio) was held at the Shenzhen Advanced Technology Researcher of the Chinese Academy of Sciences. Dr. Yaoqi Zhou was invited to the conference and shared his report: Protein Design - Energy Function and AI.