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Арабские красавицы на фестивале в Дубаи. ТОП-10Арабские красавицы на фестивале в Дубаи. ТОП-10 14 самых удивительных вертикальных садов мира14 самых удивительных вертикальных садов мира Крупнейшие радиационные аварии и катастрофы современностиКрупнейшие радиационные аварии и катастрофы современности
Geoffrey Hinton

The NSA is already bugging ev...

The NSA is already bugging everything that everybody does. Each time there's a new revelation from Snowden, you realise the extent of it.

Geoffrey Hinton
Geoffrey Hinton

Making everything more effici...

Making everything more efficient should make everybody happier.

Geoffrey Hinton
Geoffrey Hinton

In the brain, you have connec...

In the brain, you have connections between the neurons called synapses, and they can change. All your knowledge is stored in those synapses.

Geoffrey Hinton
Geoffrey Hinton

I am betting on Google's team...

I am betting on Google's team to be the epicenter of future breakthroughs.

Geoffrey Hinton
Geoffrey Hinton

I got fed up with academia an...

I got fed up with academia and decided I would rather be a carpenter.

Geoffrey Hinton
Geoffrey Hinton

The brain has about ten thous...

The brain has about ten thousand parameters for every second of experience. We do not really have much experience about how systems like that work or how to make them be so good at finding structure in data.

Geoffrey Hinton
Geoffrey Hinton

The paradigm for intelligence...

The paradigm for intelligence was logical reasoning, and the idea of what an internal representation would look like was it would be some kind of symbolic structure. That has completely changed with these big neural nets.

Geoffrey Hinton
Geoffrey Hinton

I get very excited when we di...

I get very excited when we discover a way of making neural networks better - and when that's closely related to how the brain works.

Geoffrey Hinton
Geoffrey Hinton

All you need is lots and lots...

All you need is lots and lots of data and lots of information about what the right answer is, and you'll be able to train a big neural net to do what you want.

Geoffrey Hinton
Geoffrey Hinton

Deep learning is already work...

Deep learning is already working in Google search and in image search; it allows you to image-search a term like 'hug.' It's used to getting you Smart Replies to your Gmail. It's in speech and vision. It will soon be used in machine translation, I believe.

Geoffrey Hinton
Geoffrey Hinton

I think it's very clear now t...

I think it's very clear now that we will have self-driving cars.

Geoffrey Hinton
Geoffrey Hinton

I think people need to unders...

I think people need to understand that deep learning is making a lot of things, behind-the-scenes, much better. Deep learning is already working in Google search, and in image search; it allows you to image search a term like "hug."

Geoffrey Hinton
Geoffrey Hinton

In the brain, you have connec...

In the brain, you have connections between the neurons called synapses, and they can change. All your knowledge is stored in those synapses. You have about 1,000-trillion synapses - 10 to the 15, it's a very big number.

Geoffrey Hinton
Geoffrey Hinton

I refuse to say anything beyo...

I refuse to say anything beyond five years because I don't think we can see much beyond five years.

Geoffrey Hinton
Geoffrey Hinton

As soon as you have good mech...

As soon as you have good mechanical technology, you can make things like backhoes that can dig holes in the road. But of course a backhoe can knock your head off. But you don't want to not develop a backhoe because it can knock your head off, that would be regarded as silly.

Geoffrey Hinton
Geoffrey Hinton

To deal with a 14-dimensional...

To deal with a 14-dimensional space, visualize a 3-D space and say 'fourteen' to yourself very loudly. Everyone does it.

Geoffrey Hinton
Geoffrey Hinton

You look at these past predic...

You look at these past predictions like there's only a market in the world for five computers [as allegedly said by IBM founder Thomas Watson] and you realize it's not a good idea to predict too far into the future.

Geoffrey Hinton
Geoffrey Hinton

In deep learning, the algorit...

In deep learning, the algorithms we use now are versions of the algorithms we were developing in the 1980s, the 1990s. People were very optimistic about them, but it turns out they didn't work too well.

Geoffrey Hinton
Geoffrey Hinton

I think we should think of AI...

I think we should think of AI as the intellectual equivalent of a backhoe. It will be much better than us at a lot of things.

Geoffrey Hinton
Geoffrey Hinton

In science, you can say thing...

In science, you can say things that seem crazy, but in the long run they can turn out to be right. We can get really good evidence, and in the end the community will come around.

Geoffrey Hinton

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