.Nature Medicine, Posted online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how large language models can easily enhance key healthcare units, yet equitably scaling this technology is going to demand attention to rural, low-resource settings as well as the buddy plans that sustain its own implementation.