.Mother Nature Medicine, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how big foreign language models may improve primary healthcare devices, yet equitably scaling this technology will certainly require attention to rural, low-resource settings and the buddy plans that support its own execution.