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Can AI Chatbots Reason Like Doctors?

IEEE Spectrum AI Greg Uyeno May 13, 2026
Can AI Chatbots Reason Like Doctors?
AI Summary— plain English for professionals

# AI Chatbots Show Promise at Medical Diagnosis, But Doctors Should Stay in Charge New research shows that AI chatbots can match or even beat doctors at diagnosing conditions based on real patient records, which is encouraging for a tool that could help physicians work faster. However, the same AI systems have also been caught making up information, giving bad advice, and changing their answers depending on how you ask—so experts are recommending doctors use these tools only to double-check their own decisions, not replace them. Companies are already selling AI medical tools to hospitals and clinics, so the real-world stakes are high for getting this right.

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,

Read full article on IEEE Spectrum AI

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