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.
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.
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.
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.
Deep learning is a subfield of machine learning, which is a vibrant research area in artificial intelligence, or AI.
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.
Machines and people are both necessary for Facebook, Twitter, Wikipedia, Google, and neither is sufficient on its own.
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.
Our highways and our roads are underutilized because of the allowances we have to make for human drivers.
Infrastructure investment in science is an investment in jobs, in health, in economic growth and environmental solutions.
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.'
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.
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.
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.
A.I. should not be weaponized, and any A.I. must have an impregnable 'off switch.'
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.
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.
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.
