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.
NASA has spin-offs, and it's a huge and very impressive list, including accurate and affordable LASIK eye surgery.
There is no physical law precluding particles from being organised in ways that perform even more advanced computations than the arrangements of particles in human brains.
What is mathematics? It is only a systematic effort of solving puzzles posed by nature.
In the end, a theory is accepted not because it is confirmed by conventional empirical tests, but because researchers persuade one another that the theory is correct and relevant.
Biologically inspired materials could revolutionize materials science. People looking at spider silk and abalone shells are looking for new ways to make materials better, cheaper, and with less toxic byproducts.
The future belongs to Science. More and more she will control the destinies of the nations. Already she has them in her crucible and on her balances.
Subscribe for the occasional hand-picked quote. No noise.