Self-supervised machine learning methods for protein design improve sampling, but not the identification of high-fitness variants. Science Advances, (11)7:eadr7338, American Association for the Advancement of Science, June 2025. [PUMA: machine_learning protein_design topic_lifescience xack yaff]