.Nature Medicine, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how huge language designs can boost primary medical care bodies, but equitably scaling this modern technology will certainly demand focus to rural, low-resource settings and the companion policies that support its own implementation.