.Mother Nature Medicine, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how big language models may improve major healthcare systems, but equitably sizing this technology is going to need focus to country, low-resource settings and the buddy policies that support its execution.