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The Probability Trap

The Probability Trap

Why 2026 is the Year Healthcare AI Moves from 'Generative' to 'Grounded'. The healthcare industry tried to apply Generative AI to payment integrity, but learned that you cannot solve a logic problem with a probability engine. Welcome to the year of the Glass Box.

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Our Latest Whitepaper on Neuro Symbolic Compound AI is out now

Learn why traditional rule-based systems and pure neural approaches both fail in complex clinical decision-making—and how our breakthrough architecture solves problems that seemed unsolvable just 18 months ago.

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