.Attributes Medication, Published online: 26 July 2024 doi:10.1038/ s41591-024-03181-6Although huge foreign language models (LLMs) show pledge in regulated environments, a research currently exposes their constraints in real-world medical treatments and directs the method towards robust assessment as well as benchmarking just before scientific usage.