.Attributes Medication, Posted online: 26 July 2024 doi:10.1038/ s41591-024-03181-6Although sizable foreign language versions (LLMs) reveal pledge in measured settings, a study now subjects their limitations in real-world scientific applications and also points the way in the direction of strong analysis and benchmarking before scientific use.