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" 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. "

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" 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. "

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You

Back

Realize

" Our highways and our roads are underutilized because of the allowances we have to make for human drivers. "

" I like to say I've been working on big data for so long, it used to be small data when I started working on it. "

" Sooner or later, the U.S. will face mounting job losses due to advances in automation, artificial intelligence, and robotics. "

" AI is neither good nor evil. It's a tool. It's a technology for us to use. "

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Good

Tool

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

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

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

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

" If you believe everything you read, you are probably quite worried about the prospect of a superintelligent, killer AI. "

" Because of their exceptional ability to automatically elicit, record, and analyze information, A.I. systems are in a prime position to acquire confidential information. "

" Machine learning is looking for patterns in data. If you start with racist data, you will end up with even more racist models. This is a real problem. "

" I don't think that all the coal miners - or even more realistically, say, the truck drivers whose jobs may be put out by self-driving cars and trucks - they're all going to go and become web designers and programmers. "

" One of my favorite sayings is, 'Much have I learned from my teachers, but even more from my friends and even more from my students.' "

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

" I could do a whole talk on the question of is AI dangerous.' My response is that AI is not going to exterminate us. It's a tool that's going to empower us. "

" 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. "

" Scientists need the infrastructure for scientific search to aid their research, and they need it to offer relevancy and ways to separate the wheat from the chaff - the useful from the noise - via AI-enabled algorithms. With AI, such an infrastructure would be able to identify the exact study a scientist needs from the tens of thousands on a topic. "

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Research

Study

" Cloud computing, smartphones, social media platforms, and Internet of Things devices have already transformed how we communicate, work, shop, and socialize. These technologies gather unprecedented data streams leading to formidable challenges around privacy, profiling, manipulation, and personal safety. "

" 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. "

" My family is my number one priority. "

" 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. "

" AI works really well when you couple AI in a raisin bread model. AI is the raisins, but you wrap it in a good user interface and product design, and that's the bread. If you think about raisin bread, it's not raisin bread without the raisins. Right? Then it's just bread, but it's also not raisin bread without the bread. Then it's just raisins. "

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

" Israel is a wonderful place to grow up. "

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Grow Up

Place

" We have an obligation to figure out how to help people cope with the rapidly changing nature of technology. "

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

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

" I became interested in AI in high school because I read 'Goedel, Escher, Bach,' a book by Douglas Hofstader. He showed how all their work in some ways fit together, and he talked about artificial intelligence. I thought 'Wow, this is what I want to be doing.' "