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Google has developed an AI doctor trained via online reinforcement learning in simulated medical residencies, achieving 88% diagnostic accuracy and being preferred over board-certified experts in 87.6% of blinded comparisons. The system handles long-horizon patient dialogues and adversarial simulated patients, marking a major leap in clinical AI.