.Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how large language models may boost primary medical care systems, but equitably scaling this modern technology is going to call for attention to rural, low-resource environments as well as the friend plans that sustain its execution.