In the rapidly evolving landscape of biotechnology, one breakthrough has sent ripples through the scientific community, promising to revolutionize drug discovery and design: AlphaFold, an AI model developed by Google DeepMind. This powerful tool can predict protein structures with remarkable accuracy, offering invaluable insights into the intricate world of molecular biology.
However, while AlphaFold provides the structure, there’s still a crucial missing piece in the puzzle – understanding protein function. This is where a new wave of startups is stepping in, harnessing experimental biology to collect proprietary training data in sectors like antibody design, ligand binding and enzyme chemistry.