Nature, Published online: 09 April 2025; doi:10.1038/s41586-025-08869-4Diagnostic reasoning using an optimized large language model with a dataset comprising real-world medical cases exhibited improved differential diagnostic performance as an assistive tool for clinicians over search engines and standard medical resources.