Most people in AI, particularly the younger ones, now believe that if you want a system that has a lot of knowledge in, like an amount of knowledge that would take millions of bits to quantify, the only way to get a good system with all that knowledge in it is to make it learn it. You are not going to be able to put it in by hand.
Geoffrey Hinton0
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Geoffrey Hinton:
We now think of internal representation as great big vectors, and we do not think of logic as the pGeoffrey Hinton:
The paradigm for intelligence was logical reasoning, and the idea of what an internal representatioGeoffrey Hinton:
In the brain, you have connections between the neurons called synapses, and they can change. All yoGeoffrey Hinton:
Deep learning is already working in Google search and in image search; it allows you to image-searcGeoffrey Hinton:
In science, you can say things that seem crazy, but in the long run, they can turn out to be right.Geoffrey Hinton:
My father was an entomologist who believed in continental drift. In the early '50s, that was regardGeoffrey Hinton:
I feel slightly embarrassed by being called 'the godfather.'Geoffrey Hinton:
In a sensibly organised society, if you improve productivity, there is room for everybody to benefiGeoffrey Hinton:
Now that neural nets work, industry and government have started calling neural nets AI. And the peoGeoffrey Hinton:
I had a stormy graduate career, where every week we would have a shouting match. I kept doing deals