A generative artificial intelligence approach for peptide antibiotic optimization

Nature Machine Intelligence, Published online: 13 May 2026; doi:10.1038/s42256-026-01237-5 Torres et al. present ApexGO, a generative approach capable of redesigning peptide antibiotics to better kill drug-resistant bacteria. They validated candidates in laboratory tests and mouse infections and matching or outperforming standard antibiotics.