Why Medical AI Needs Reasoning, Not Only Recognition

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Motivation

Medical AI is moving from single-task recognition toward generalist reasoning systems…

Key Ideas

1. Medical foundation models should not only identify patterns.
2. Clinical deployment requires structured reasoning.
3. Agentic workflows may provide a path toward more trustworthy decision-making.

Reflection

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