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Scalability Requires Simplicity, Efficiency, and Strong Generalization

So you should certainly work on scalable AI ideas (which generally implies *simple* ideas). But you should also pay close attention to efficiency & generalization characteristics of your ideas. Data & compute on their own aren't going to save your bad ideas from eventual failure.

→ View original post on X — @fchollet,

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