.Mother Nature Medicine, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how huge foreign language models may strengthen major medical care devices, yet equitably scaling this technology will need focus to rural, low-resource setups and the friend plans that sustain its own application.