.Nature Medicine, Released online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how huge foreign language models may strengthen primary health care bodies, however equitably scaling this technology will need attention to country, low-resource setups and also the companion plans that assist its application.