.Nature Medication, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how large language versions may improve primary healthcare systems, yet equitably sizing this innovation will definitely demand interest to non-urban, low-resource setups as well as the companion plans that support its execution.