.Nature Medication, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how large language models can easily enhance primary health care devices, however equitably scaling this modern technology is going to call for attention to country, low-resource setups and the partner plans that support its own execution.