.Nature Medicine, Released online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how big foreign language models may strengthen main medical care systems, yet equitably scaling this modern technology is going to need attention to non-urban, low-resource environments and the friend plans that assist its implementation.