.Nature Medicine, Released online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how sizable foreign language models can easily enhance primary health care units, however equitably sizing this innovation will definitely need focus to non-urban, low-resource setups as well as the companion policies that support its application.