Active learning

Stanford chemists synthesized the 20 polymers their models disagreed about most

A team trained on antimicrobial peptide data to rank a library of 1.7 million polymers, then sent to the bench the candidates its models split hardest over, on the theory that the models' disagreement marks the experiments most likely to be informative.