AlphaFold2, developed by Demis Hassabis and others, has transformed protein structure prediction, achieving nearly 90% accuracy in minutes compared to traditional methods like x-ray crystallography. While it predicts over 2 million protein structures and aids in vaccine development, limitations remain in capturing a protein’s full dynamics and ensuring prediction reliability.