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  1. a16z24 min

    When Biology Moves to Engineering

    Vijay Pande

    Positioning biological evolution as a source of accumulated "technical debt," the event frames modern healthcare challenges as engineering problems solvable through AI-driven precision rather than traditional trial-and-error discovery. Key advancements in automated circuit design and behavioral digital therapeutics demonstrate how this shift enables predictable, high-accuracy solutions for complex conditions like cancer and diabetes. Ultimately, the approach seeks to transform medicine by engineering the reversal of aging and optimizing systemic care coordination to move from reactive sick care to proactive health maintenance.