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Understanding How AI Transforms Healthcare: From Machine Learning to Generative Models

Understanding How AI Transforms Healthcare: From Machine Learning to Generative Models

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Over the past year, I’ve noticed that many of the challenges organizations encounter with AI are not technical in nature, but conceptual. As we enter a new year, that pattern is becoming harder to ignore. We often talk about “AI” as a single capability, when in practice it represents a set of layered technologies with very different strengths, risks, and operational implications.

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