This week, James is joined by Shravan Nageswaran, co-founder and CEO of Atman Labs, the London applied-AI research company building diagnostic AI that reasons like a doctor — without relying on large language models. They dig into why LLMs fall short on real clinical reasoning, what "safety" actually means when a system takes a patient history, and how reinforcement learning over a medical knowledge graph could reshape primary care. A genuinely different take on the "can AI be a doctor?" question.
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