I’ve always been inspired and motivated by the idea. It wasn’t called AGI back then, but you know, like, having a neural network do everything. I did… - Ilya Sutskever
" "I’ve always been inspired and motivated by the idea. It wasn’t called AGI back then, but you know, like, having a neural network do everything. I didn’t always believe that they could. But it was the mountain to climb.
About Ilya Sutskever
Ilya Sutskever (1985/86) is a Russian-born Israeli-Canadian computer scientist working in machine learning, who co-founded and serves as Chief Scientist of OpenAI. He has made several major contributions to the field of deep learning. He is the co-inventor, with Alex Krizhevsky and Geoffrey Hinton, of AlexNet, a convolutional neural network.
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In a nutshell, I had the realization that if you train, a large neural network on a large and a deep neural network on a big enough dataset that specifies some complicated task that people do, such as vision, then you will succeed necessarily. And the logic for it was irreducible; we know that the human brain can solve these tasks and can solve them quickly. And the human brain is just a neural network with slow neurons. So, then we just need to take a smaller but related neural network and train it on the data. And the best neural network inside the computer will be related to the neural network that we have in our brains that performs this task.