Explainable artificial intelligence evolves antimicrobial peptides

An explainable deep learning model enables the identification and virtual optimization of antimicrobial peptides (AMPs) from the oral microbiome, yielding novel AMPs with activity against ESKAPE pathogens and demonstrating efficacy in a mouse wound infection model.