.Mother Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China demonstrate how large language models can easily enhance major healthcare systems, however equitably sizing this innovation is going to need focus to rural, low-resource setups as well as the partner policies that support its execution.