The role of radiologists will evolve from doing perceptual things that could probably be done by a highly trained pigeon to doing far more cognitive things.
Geoffrey HintonRead
Any new technology, if it's used by evil people, bad things can happen. But that's more a question of the politics of the technology.
Interpretation
The impact of technology is determined by how it is used, particularly by people's intentions.
Geoffrey Hinton emphasizes that technology itself is neutral; it is the people who wield it that can produce either beneficial or harmful outcomes. The effectiveness and morality of a technology's application largely depend on the political and ethical frameworks that guide its use.
In practice
In a debate about AI ethics, this quote can be used to highlight the responsibility of developers.
The role of radiologists will evolve from doing perceptual things that could probably be done by a highly trained pigeon to doing far more cognitive things.
Everybody right now, they look at the current technology, and they think, 'OK, that's what artificial neural nets are.' And they don't realize how arbitrary it is. We just made it up! And there's no reason why we shouldn't make up something else.
In the long run, curiosity-driven research just works better... Real breakthroughs come from people focusing on what they're excited about.
In science, you can say things that seem crazy, but in the long run, they can turn out to be right. We can get really good evidence, and in the end, the community will come around.
Most people in AI, particularly the younger ones, now believe that if you want a system that has a lot of knowledge in, like an amount of knowledge that would take millions of bits to quantify, the only way to get a good system with all that knowledge in it is to make it learn it. You are not going to be able to put it in by hand.
I have always been convinced that the only way to get artificial intelligence to work is to do the computation in a way similar to the human brain. That is the goal I have been pursuing. We are making progress, though we still have lots to learn about how the brain actually works.
The virtual world is a 'public square' much more vast than Tiananmen Square. And you can't send in the tanks to crush the netizens.
One reason you should not use web applications to do your computing is that you lose control. It's just as bad as using a proprietary program. Do your own computing on your own computer with your copy of a freedom-respecting program. If you use a proprietary program or somebody else's web server, you're defenceless.
By 2010 computers will disappear. They'll be so small, they'll be embedded in our clothing, in our environment. Images will be written directly to our retina, providing full-immersion virtual reality, augmented real reality. We'll be interacting with virtual personalities.
And every now and then people find the bugs, and they interpret those as cool failures in the Sims terms. For them it's like a treasure hunt, you know.
It's connectivity that really makes the industrial Internet work: it's giving the right information at the right time to the right person or right machine to make the right decision.
Every tech story is different. Every moment in history happens only once. All successful companies are successful in their own unique way. It's your task to figure out what that future history will be.
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