The Bitter Lesson

Rich Sutton March 13, 2019 The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most effective, and by a large margin. The ultimate reason for this is Moore's law, or rather its generalization of continued exponentially falling cost per unit of computation. Most AI research has been conducted as if the computation ava

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“the statistical methods won out over the human-knowledge-based methods”

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