.Nature Medicine, Published online: 26 July 2024 doi:10.1038/ s41591-024-03181-6Although large foreign language versions (LLMs) show pledge in measured environments, a research now exposes their limitations in real-world professional applications and directs the technique in the direction of robust analysis and benchmarking before scientific usage.