.Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how big language models may strengthen main health care devices, yet equitably scaling this technology will call for attention to non-urban, low-resource settings as well as the friend policies that sustain its implementation.