AlphaFold – The AI That Has Revolutionized Protein Structure Prediction
AlphaFold is an AI system developed by Google DeepMind that can predict the three-dimensional structure of proteins with unprecedented accuracy – solely from their amino acid sequence. It is considered one of the greatest breakthroughs in biology in recent decades. What are proteins? Proteins are the molecular machines of life. Their function depends heavily on their three-dimensional structure. For decades, determining this structure experimentally (e.g., using X-ray crystallography or cryo-electron microscopy) was extremely complex and expensive. AlphaFold largely solves this problem through artificial intelligence. How does AlphaFold work? AlphaFold combines several advanced AI techniques: AlphaFold 3 additionally uses a diffusion model (similar to image generators like Stable Diffusion), which generates the structure step-by-step from noise. Impact and Significance Current Developments (as of 2026) John Jumper, who was significantly involved in AlphaFold and led the AlphaFold team, has left Google DeepMind and moved to…





