Methods that scale with computation
are the future of AI
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e.g., learning and search
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general-purpose methods
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One of the oldest questions in AI has been answered!
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“weak” general-purpose methods are better
than “strong” methods (utilizing human insight)
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Supervised learning and model-free RL methods !
are only weakly scalable
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