British - Psychologist | December 6, 1947 -
In the long run, curiosity-driven research just works better... Real breakthroughs come from people focusing on what they're excited about.
Geoffrey Hinton
PeopleResearchBetterLongRun
The brain sure as hell doesn't work by somebody programming in rules.
WorkBrainHellRulesProgramming
I got fed up with academia and decided I would rather be a carpenter.
UpCarpenterGotWouldFed UpFed
Deep learning is already working in Google search and in image search; it allows you to image-search a term like 'hug.' It's used to getting you Smart Replies to your Gmail. It's in speech and vision. It will soon be used in machine translation, I believe.
LearningVisionSmartBelieveDeep
I think the way we're doing computer vision is just wrong.
VisionThinkDoingWrongWayJust
Computers will understand sarcasm before Americans do.
ComputersSarcasmUnderstandWill
Machines can do things cheaper and better. We're very used to that in banking, for example. ATM machines are better than tellers if you want a simple transaction. They're faster, they're less trouble, they're more reliable, so they put tellers out of work.
WorkSimpleBetterYouTroubleWant
Early AI was mainly based on logic. You're trying to make computers that reason like people. The second route is from biology: You're trying to make computers that can perceive and act and adapt like animals.
PeopleComputersLogicYouEarly
A deep-learning system doesn't have any explanatory power.
PowerSystemAny
Take any old classification problem where you have a lot of data, and it's going to be solved by deep learning. There's going to be thousands of applications of deep learning.
LearningDeepProblemDataYouOld
My main interest is in trying to find radically different kinds of neural nets.
TryingFindInterestKindsDifferent
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.
DoingDoneWillMoreEvolveRole
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