.Nature Medication, Released online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how large language versions can easily improve major healthcare units, yet equitably scaling this innovation will require focus to non-urban, low-resource setups and the companion policies that assist its application.