.Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how huge language models can boost primary healthcare devices, yet equitably scaling this technology is going to call for interest to non-urban, low-resource environments as well as the partner plans that sustain its application.