.Nature Medicine, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how large language models can enhance primary medical care units, yet equitably sizing this modern technology will certainly call for interest to rural, low-resource settings and the partner plans that support its implementation.