.Nature Medication, Released online: 26 July 2024 doi:10.1038/ s41591-024-03181-6Although large foreign language designs (LLMs) reveal guarantee in regulated environments, a research now reveals their limits in real-world clinical applications and directs the means towards durable examination and benchmarking just before scientific usage.