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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
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" Our highways and our roads are underutilized because of the allowances we have to make for human drivers. "
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" People thrive on genuine connections - not with machines, but with each other. You don't want a robot taking care of your baby; an ailing elder needs to be loved, to be listened to, fed, and sung to. This is one job category that people are - and will continue to be - best at. "
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" 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. "
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" I love sophisticated algorithms that help consumers in a tangible way. "
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Tangible
Way
Sophisticated
" 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. "
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You
Motivation
Best
" 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. "
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Mother
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Time
" The only rollercoasters I get on are startups. "
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Get
Only
Startups
" Understanding of natural language is what sometimes is called 'AI complete,' meaning if you can really do that, you can probably solve artificial intelligence. "
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Understanding
Language
Intelligence
" AI is a tool. The choice about how it gets deployed is ours. "
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AI
How
Tool
" 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. "
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Enough
Army
You
" The best students are ones that are willing to take intellectual risks and challenge conventional thinking. "
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Thinking
Best
Challenge
" Israel is a wonderful place to grow up. "
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Grow Up
Place
Up
" Automation has emerged as a bigger threat to American jobs than globalization or immigration combined. "
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Globalization
American
Automation
" A universal basic income doesn't give people dignity or protect them from boredom and vice. "
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People
Boredom
Dignity
" 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. "
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Data
Working
Small
" I'm not so worried about super-intelligence and 'Terminator' scenarios. Frankly I think those are quite farfetched. "
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I Think
Quite
Think
" 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
More
" What are we going to do as automation increases, as computers get more sophisticated? One thing that people say is we'll retrain people, right? We'll take coal miners and turn them into data miners. Of course, we do need to retrain people technically. We need to increase technical literacy, but that's not going to work for everybody. "
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Say
People
Need
" Because of their exceptional ability to automatically elicit, record, and analyze information, A.I. systems are in a prime position to acquire confidential information. "
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Position
Because
Information
" 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. "
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People
Hard
Understand
" Machines and people are both necessary for Facebook, Twitter, Wikipedia, Google, and neither is sufficient on its own. "
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Machines
Google
Facebook
" To say that AI will start doing what it wants for its own purposes is like saying a calculator will start making its own calculations. "
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Start
Say
Will
" 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.' "
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Friends
Much
Students
" 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. "
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Intelligence
Goals
Own
" The mechanical loom and the calculator have shown us that technology is both disruptive and filled with opportunities. But it would be hard to find a decent argument that we would have been better off without these inventions. "
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Technology
Find
Better
" Just as our roads and bridges are overdue for investment, so is the infrastructure for scientific research; that is, the body of scientific thought and the tools for searching through it. "
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Roads
Thought
Body
" Ultimately, to me, the computer is just a big pencil. What can we sketch using this pencil that makes a positive difference to society and advances the state of the art, hopefully in an outsized way? "
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Positive
Society
Way
" Infrastructure investment in science is an investment in jobs, in health, in economic growth and environmental solutions. "
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Science
Growth
Environmental
" My family is my number one priority. "
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Family
My Number One
Priority
" If you believe everything you read, you are probably quite worried about the prospect of a superintelligent, killer AI. "
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Believe
Killer
Everything