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The History of Artificial General Intelligence
Two-layer Perceptrons, which are the historical ancestors of the deep learning systems we have now, couldn't understand some very basic concepts. And in a way, what Stewart in his lab did is a riff on that old idea. People hate that book in the machine learning field. They say that it prematurely dismissed multi-layer networks. There's an argument there, but it's more complicated than people usually tell.