.Nature Medication, Released online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how large foreign language models can easily improve main health care bodies, however equitably sizing this innovation will demand attention to country, low-resource settings and the companion policies that sustain its implementation.