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.
Why do more than 40 percent of Americans think that the Universe began after the domestication of the dog?
A scientist's aim in a discussion with his colleagues is not to persuade, but to clarify.
When it comes to the things that people really want in science fiction - like space travel - the simplest things end up causing them not to happen. Humans are 100-pound bags of water, built to live on Earth.
Pierre Curie came to see me and showed a simple and sincere sympathy with my student life. Soon he caught the habit of speaking to me of his dream of an existence consecrated entirely to scientific research, and he asked me to share that life.
If it were only a few degrees, that would be serious, but we could adapt to it. But the danger is the warming process might be unstable and run away. We could end up like Venus, covered in clouds and with the surface temperature of 400 degrees. It could be too late if we wait until the bad effects of warming become obvious. We need action now to reduce emission of carbon dioxide.
It used to be thought that our genes were historically immutable and that it was not possible to imagine a conversation between culture and genetics.
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