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
In the long run, curiosity-driven research just works better... Real breakthroughs come from people focusing on what they're excited about.
Interpretation
Curiosity-driven research leads to better results and breakthroughs because it aligns with people's passions.
Geoffrey Hinton emphasizes the importance of curiosity in research, suggesting that when individuals are passionate and excited about their work, they are more likely to achieve significant breakthroughs. This quote highlights the idea that genuine interest and enthusiasm fuel innovation and creativity, ultimately leading to more effective and impactful research outcomes.
In practice
In a scientific presentation about new breakthrough technologies.
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 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.
In a sensibly organised society, if you improve productivity, there is room for everybody to benefit.
The physicist is like someone who's watching people playing chess and, after watching a few games, he may have worked out what the moves in the game are. But understanding the rules is just a trivial preliminary on the long route from being a novice to being a grand master. So even if we understand all the laws of physics, then exploring their consequences in the everyday world where complex structures can exist is a far more daunting task, and that's an inexhaustible one I'm sure.
On Friday the 13th, April 2029, an asteroid large enough to fill the Rose Bowl as though it were an egg cup will fly so close to Earth that it will dip below the altitude of our communication satellites. We did not name this asteroid Bambi. Instead, we named it Apophis, after the Egyptian god of darkness and death.
If you go into science, I think you better go in with a dream that maybe you, too, will get a Nobel Prize. It's not that I went in and I thought I was very bright and I was going to get one, but I'll confess, you know, I knew what it was.
Scientific discovery may not be better than sex, but the satisfaction lasts longer.
The Europeans and the Americans are not throwing $10 billion down this gigantic tube for nothing. We're exploring the very forefront of physics and cosmology with the Large Hadron Collider because we want to have a window on creation, we want to recreate a tiny piece of Genesis to unlock some of the greatest secrets of the universe.
We already have the statistics for the future: the growth percentages of pollution, overpopulation, desertification. The future is already in place.
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