A Quote by Geoffrey Hinton
I think the way we're doing computer vision is just wrong.
Related Quotes
There is a construct in computer programming called 'the infinite loop' which enables a computer to do what no other physical machine can do - to operate in perpetuity without tiring. In the same way it doesn't know exhaustion, it doesn't know when it's wrong and it can keep doing the wrong thing over and over without tiring.
You are wrong if you think that you can in any way take the vision and tame it... The vision is not so much destroyed, exactly, as it is, by the time you have finished, forgotten. It has been replaced by this changeling.
I think what makes a good actor's director is somebody who understands what I'm doing and is respectful of it, but who also has a vision and is directing me toward their vision in a way that feels productive.
I've already written a section in the annual report for next year explaining why I think in one case that the figures on our balance sheet as calculated are wrong. But it's the standard way of doing it. It's holy writ. The SEC wants us to do it that way, and we'll do it that way, and I'll explain why I think it's wrong and shareholders can read it and see whether they agree with my logic or don't.
In my religion it's actually better to know you're doing wrong and try to improve that wrong than to think philosophically that what you're doing is right and in fact it is wrong.
One might say the computer is being used to program the child. In my vision, the child programs the computer, and in doing so, both acquires a sense of mastery over a piece of the most modern and powerful technology and establishes an intense contact with some of the deepest ideas from science, from mathematics, and from the art of intellectual model building.
Nothing ever comes out the way I hope it will. That first vision, that initial vision you have of a book, what it's going to be like when it's done, it begins to go wrong the second you start to write.
When I use a direct manipulation system whether for text editing, drawing pictures, or creating and playing games I do think of myself not as using a computer but as doing the particular task. The computer is, in effect, invisible. The point cannot be overstressed: make the computer system invisible.
If you're using a computer as an artist and expressing your personal vision, I think your personal vision comes through.
There is great potential to use computer vision technology in a constructive and benevolent way.
My tax return in the United States has to be kept on a special computer because their normal computers can't deal with the numbers. So I am constantly getting these notices telling me I haven't paid something when really it is just on the wrong computer.
The computer has evolved into a partner, a tool, and an environment--not just in science fiction, but in the public consciousness as well. Computers are no longer malevolent iron brains that manufacture tyrannical and oppressive answers; they are not a way to think, they are a place from which to think. The computer is an environment in which answers can be sought, created, manipulated and developed.
My only fear is doing something contrary to human nature - the wrong thing, the wrong way, or at the wrong time.
Computer vision and machine learning have really started to take off, but for most people, the whole idea of what is a computer seeing when it's looking at an image is relatively obscure.
I don't think I'm saying anything wrong. And that's just how I judge it. I believe it's not so much about the people, that's just my take. I think making it about people is the wrong way to do it. I think it's the systems. The systems are broken; the systems are what need to be fixed. I think there's bad people in every sector of America.
There's a right way and a wrong way to do things. If you make a chair, you want to make a nice chair. You want people to admire it. I think doing something well is a form of respect for humanity in general. I have found that all incompetence comes from not paying attention, which comes from people doing something that they don't want to do. And doing what you don't want to do means either you have no choice, or you don't think that the moments of your life are worth fighting for.
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