.Nature Medication, Released online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how big language designs can improve key healthcare bodies, however equitably scaling this innovation will need attention to non-urban, low-resource setups as well as the friend plans that sustain its own application.