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

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" 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. "

" 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. "

" In the past, much power and responsibility over life and death was concentrated in the hands of doctors. Now, this ethical burden is increasingly shared by the builders of AI software. "

" I'd like to make a fundamental impact on one of the most exciting, intelligent questions of all time. Can we use software and hardware to build intelligence into a machine? Can that machine help us solve cancer? Can that machine help us solve climate change? "

" 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. "

" There are many valid concerns about AI, from its impact on jobs to its uses in autonomous weapons systems and even to the potential risk of superintelligence. "

" 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. "

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

" 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. "

" 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.' "

" 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. "

" 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. "

" It's much more likely that an asteroid will strike the Earth and annihilate life as we know it than AI will turn evil. "

" 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. "

" The best students are ones that are willing to take intellectual risks and challenge conventional thinking. "

" 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. "

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

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

" 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. "

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

" 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. "

" 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. "

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

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

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

" An AI utopia is a place where people have income guaranteed because their machines are working for them. Instead, they focus on activities that they want to do, that are personally meaningful like art or, where human creativity still shines, in science. "

" Life is short. Don't do the same thing everyone else is doing - that's such a herd mentality. And don't do something that's two percent better than the other person. Do something that changes the world. "

" 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. "

" 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. "