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Jeff Hinton's Neural Network Approach to Artificial Intelligence
Jeff Hinton came along in 1972 as a graduate student in Edinburgh. His idea was that the computer would gradually sort out how to make sense of it all, like a human brain. It was widely dismissed as just a crazy idea that was never going to work. But his only evidence was that basically this is how the human brain worked.