.Nature Medicine, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how big language versions may strengthen main healthcare bodies, but equitably scaling this innovation is going to demand focus to non-urban, low-resource environments and also the partner policies that assist its application.