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" The truth is that behind any AI program that works is a huge amount of, A, human ingenuity and, B, blood, sweat and tears. It's not the kind of thing that suddenly takes off like 'Her' or in 'Ex Machina.' "

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" To take intellectual risks is to think about something that can't be done, that doesn't make any sense, and go for it responsibly. "

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Think

Risks

Intellectual

" We don't want A.I. to engage in cyberbullying, stock manipulation, or terrorist threats; we don't want the F.B.I. to release A.I. systems that entrap people into committing crimes. We don't want autonomous vehicles that drive through red lights, or worse, A.I. weapons that violate international treaties. "

" If you step back a little and say we want to do A.I., then you will realize that A.I. needs knowledge, reasoning, and explanation. "

" Netbot was the first comparison shopping company. We realized comparison shopping can be quite tedious if you are driving from one furniture store to another. On the Internet, you can automatically look at a bunch of different stores and see where can you get the best price on a computer or some such thing, so that was the motivation. "

" When there are hiring decisions and promotion decisions to be made, people are hungry for data. "

" I think it's important for us to have a rule that if a system is really an AI bot, it ought to be labeled as such. 'AI inside.' It shouldn't pretend to be a person. It's bad enough to have a person calling you and harassing you, or emailing you. What if they're bots? An army of bots constantly haranguing you - that's terrible. "

" I'm not a big fan of self-driving cars where there's no steering wheel or brake pedal. Knowing what I know about computer vision and AI, I'd be pretty uncomfortable with that. But I am a fan of a combined system - one that can brake for you if you fall asleep at the wheel, for example. "

" I think that there are so many problems that we have as a society that AI can help us address. "

" A calculator is a tool for humans to do math more quickly and accurately than they could ever do by hand; similarly, AI computers are tools for us to perform tasks too difficult or expensive for us to do on our own, such as analyzing large data sets or keeping up to date on medical research. "

" I love sophisticated algorithms that help consumers in a tangible way. "

" A lot of people are scared that machines will take over the world, machines will turn evil: the Hollywood 'Terminator' scenario. "

" At least inside the city of Seattle, driving is going to be a hobby in 2035. It's not going to be a mode of commuting the same way hunting is a hobby for some people, but it's not how most of us get our food. "

" When you have a large amount of data that is labeled so a computer knows what it means, and you have a large amount of computing power, and you're trying to find patterns in that data, we've found that deep learning is unbeatable. "

" Infrastructure investment in science is an investment in jobs, in health, in economic growth and environmental solutions. "

" A.I. should not be weaponized, and any A.I. must have an impregnable 'off switch.' "

" The biggest reason we want autonomous cars is to prevent accidents. "

" A universal basic income doesn't give people dignity or protect them from boredom and vice. "

" It's paradoxical that things that are hard for people are easy for the computer, and things that are hard for the computer, any child can understand. "

" Understanding of natural language is what sometimes is called 'AI complete,' meaning if you can really do that, you can probably solve artificial intelligence. "

" Israel is a wonderful place to grow up. "

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Grow Up

Place

" Science is going to be revolutionized by AI assistants. "

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Assistants

Science

" Some people have proposed universal basic income, UBI, basically making sure that everybody gets a certain amount of money to live off of. I think that's a wonderful idea. The problem is, we haven't been able to guarantee universal healthcare in this country. "

" It's hard for me to speculate about what motivates somebody like Stephen Hawking or Elon Musk to talk so extensively about AI. I'd have to guess that talking about black holes gets boring after awhile - it's a slowly developing topic. "

" The Turing Test was a brilliant idea, but it's evolved into a competition of chatbots. "

" Machines and people are both necessary for Facebook, Twitter, Wikipedia, Google, and neither is sufficient on its own. "

" The popular dystopian vision of AI is wrong for one simple reason: it equates intelligence with autonomy. That is, it assumes a smart computer will create its own goals and have its own will and will use its faster processing abilities and deep databases to beat humans at their own game. "

" I'm trying to use AI to make the world a better place. To help scientists. To help us communicate more effectively with machines and collaborate with them. "

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Better

World

" Taking new technology and incorporating into how people work and live is not easy. "

" Deep learning is a subfield of machine learning, which is a vibrant research area in artificial intelligence, or AI. "

" Things that are so hard for people, like playing championship-level Go and poker, have turned out to be relatively easy for the machines. Yet at the same time, the things that are easiest for a person - like making sense of what they see in front of them, speaking in their mother tongue - the machines really struggle with. "