Protein Folding

Researchers have successfully applied deep neural networks to generative modeling of biomolecules, leading to breakthroughs in predicting biomolecular interactions and designing drug-like molecules.

Alex Rives discusses ESMFold2, a protein folding model that may have limitations due to its inductive bias, similar to the limitations of world models in AI.