On June 7th, Columbia University host Department of Biological Sciences Seminar. Dr. Yaoqi Zhou was invited to attend and present a report titled "Protein Structure Prediction: Overcoming the Limitations of AlphaFold 2 & 3 through Deep Mutational Scanning."