Over the past two years, machine learning has revolutionized protein structure prediction. Now, three papers in Science describe a similar revolution in protein design. In the new papers, we show that machine learning can be used to create proteins much more accurately and quickly than previously possible. This could lead to many new vaccines, treatments,
