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New AI Architectures for Efficient Learning Beyond Data Scaling

Animals and humans get very smart very quickly with vastly smaller amounts of training data.
My money is on new architectures that would learn as efficiently as animals and humans.
Using more data (synthetic or not) is a temporary stopgap made necessary by the limitations of our

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