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Ideas, research, stories.

Essays on studying, AI and knowledge. No clickbait.

  • Engineering

    In the works

    The tutor that never forgets.

    How we're building an AI tutor that knows your material better than you do.

  • Research

    In the works

    Why mind maps, today.

    Forty years of learning research condensed into a single visualization.

  • Philosophy

    In the works

    Grounding AI in your sources: what really changes.

    What it means to ground AI in your sources, and why that alone doesn’t rule out mistakes.

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