This Highlight article is dedicated to the 2024 Nobel laureates in Chemistry David Baker, Demis Hassabis, and John Jumper for their pioneering work in computational protein design and protein structure prediction. Read the just accepted publication in Angew. Chem. Int. Ed, see https://doi.org/10.1002/anie.202421686.