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    Artwork for The a16z Show
    Episode

    Why Medical AI Needs a Referee | Protege's Engy Ziedan

    The a16z Show · Aug 24, 2026 · 35 min
    Episode page

    Daisy Wolf and Eva Steinman are joined by Engy Ziedan, co-founder and Chief Scientific Officer of Protege, to discuss why medical AI has a measurement problem, and why scoring well on a benchmark doesn't necessarily mean a model is ready for the hospital. Engy explains why healthcare AI needs independent evaluations that go beyond static exams and measure how models actually perform in…

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