Demis Hassabis, John Jumper, and David Baker were awarded the 2024 Nobel Prize in Chemistry for their groundbreaking work in protein structure prediction and design. Their contributions leverage machine learning, revolutionizing protein research by enabling faster predictions and novel protein design. This pivotal advancement has significant implications for drug development and synthetic biology.