.Mother Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how huge language designs may improve key medical care units, however equitably scaling this innovation will require focus to country, low-resource environments and the companion plans that sustain its application.