Can AI Chatbots Reason Like Doctors?
TL;DR
One of the earliest stated goals for computing in medicine was to aid in clinical reasoning: the decision-making steps required to reach a diagnosis and form a treatment plan. And over the years, researchers have built many clinical decision support systems, which have typically been purpose-built, with painstakingly written rules about symptoms, test thresholds, and medication interactions. As artificial intelligence capabilities develop, clinical reasoning is a natural application.
Nauti's Take
Striking finding: an OpenAI LLM beats physicians on clinical reasoning tasks using real ER records — that's more than a benchmark trick. Catch: parallel studies still document fabricated citations and flawed advice, so the trust problem stays real.
Practical: AI today works as a second opinion and triage aid for clinicians, not as a frontline diagnostician for patients.
Sources