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Education and Knowledge Agents
Education is not the filling of a pail, but the lighting of a fire.
Commonly attributed to W.B. Yeats, paraphrasing Plutarch
Teaching is hard. Harder, in many ways, than playing chess or folding proteins. Those problems have clean objective functions. Education does not. To teach well, you need to read a mind you cannot observe directly, calibrate a challenge level that shifts with every interaction, and somehow make the whole experience feel less like an obstacle course and more like a conversation. An agent that pulls this off, personalizing curricula, tracking progress across dozens of competencies, and delivering feedback in real time, could democratize expert-level instruction at a scale no human institution ...
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