Nature Biomedical Engineering, Published online: 15 July 2026; doi:10.1038/s41551-026-01737-0 Two studies highlight the ways in which artificial intelligence can be used to improve ionizable lipid design for lipid nanoparticle-mediated mRNA delivery.