A practical guide to becoming a clinical problem solving discussant.

Making diagnostic reasoning explicit can help clinicians understand expert decision-making processes. This commentary describes how clinical problem-solving discussants prepare, frame problems, articulate hypotheses, manage uncertainty, and conduct a “cognitive autopsy.” The authors emphasize that reasoning requires human judgment, context and responsibility—limitations particularly relevant as large language models increasingly generate fluent clinical analyses.