.Nature Medicine, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how large foreign language models may strengthen key medical care devices, but equitably scaling this innovation is going to demand attention to rural, low-resource settings and the partner plans that assist its execution.