.Mother Nature Medication, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how large language styles may improve primary healthcare systems, however equitably scaling this innovation is going to require attention to country, low-resource environments and the buddy policies that sustain its execution.