.Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how large language designs can enhance primary healthcare devices, however equitably sizing this modern technology will certainly require attention to country, low-resource environments and the buddy policies that support its own application.