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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.
~ Geoffrey Hinton
Arbitrary
Artificial
Current
Else
Everybody
How
Just
Look
Made
Make
Make Up
Nets
No Reason
Now
OK
Realize
Reason
Right
Something
Something Else
Technology
Think
Up
Why
design
copy
Humans are still much better than computers at recognizing speech.
~ Geoffrey Hinton
Better
Computers
Humans
Much
Recognizing
Speech
Still
Than
design
copy
I am betting on Google's team to be the epicenter of future breakthroughs.
~ Geoffrey Hinton
Am
Betting
Breakthroughs
Future
Google
I Am
Team
design
copy
I am scared that if you make the technology work better, you help the NSA misuse it more. I'd be more worried about that than about autonomous killer robots.
~ Geoffrey Hinton
About
Am
Autonomous
Better
Help
I Am
Killer
Make
Misuse
More
NSA
Robots
Scared
Technology
Than
Work
Worried
You
design
copy
I feel slightly embarrassed by being called 'the godfather.'
~ Geoffrey Hinton
Being
Embarrassed
Feel
Godfather
I Feel
Slightly
design
copy
I get very excited when we discover a way of making neural networks better - and when that's closely related to how the brain works.
~ Geoffrey Hinton
Better
Brain
Closely
Discover
Excited
Get
How
Making
Networks
Related
Very
Way
Works
design
copy
I got fed up with academia and decided I would rather be a carpenter.
~ Geoffrey Hinton
Academia
Carpenter
Decided
Fed
Fed Up
Got
Rather
Up
Would
design
copy
I had a stormy graduate career, where every week we would have a shouting match. I kept doing deals where I would say, 'Okay, let me do neural nets for another six months, and I will prove to you they work.' At the end of the six months, I would say, 'Yeah, but I am almost there. Give me another six months.'
~ Geoffrey Hinton
Almost
Am
Another
Career
Deals
Doing
End
Every
Give
Give Me
Graduate
Had
I Am
Kept
Match
Me
Months
Nets
Okay
Prove
Say
Shouting
Six
Stormy
Week
Where
Will
Work
Would
Yeah
You
design
copy
I have a Reagan-like ability to believe in my own data.
~ Geoffrey Hinton
Ability
Believe
Data
My Own
Own
design
copy
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.
~ Geoffrey Hinton
About
Actually
Always
Artificial
Artificial Intelligence
Been
Brain
Computation
Convinced
Get
Goal
How
Human
Human Brain
Intelligence
Learn
Lots
Making
Only
Progress
Pursuing
Similar
Still
Though
Way
Work
Works
design
copy
I think it's very clear now that we will have self-driving cars.
~ Geoffrey Hinton
Car
Clear
I Think
Now
Think
Very
Will
design
copy
I think the way we're doing computer vision is just wrong.
~ Geoffrey Hinton
Computer
Doing
I Think
Just
Think
Vision
Way
Wrong
design
copy
In a sensibly organised society, if you improve productivity, there is room for everybody to benefit.
~ Geoffrey Hinton
Benefit
Everybody
Improve
Organised
Productivity
Room
Sensibly
Society
You
design
copy
In A.I., the holy grail was how do you generate internal representations.
~ Geoffrey Hinton
Generate
Holy
Holy Grail
How
Internal
You
design
copy
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.
~ Geoffrey Hinton
Around
Come
Community
Crazy
End
Evidence
Get
Good
In The End
Long
Long Run
Out
Really
Right
Run
Say
Science
Seem
Things
Turn
Will
You
design
copy
In the brain, you have connections between the neurons called synapses, and they can change. All your knowledge is stored in those synapses.
~ Geoffrey Hinton
Between
Brain
Change
Connections
Knowledge
Neurons
Stored
Those
You
Your
design
copy
In the long run, curiosity-driven research just works better... Real breakthroughs come from people focusing on what they're excited about.
~ Geoffrey Hinton
About
Better
Breakthroughs
Come
Excited
Focusing
Just
Long
Long Run
People
Real
Research
Run
Works
design
copy
Irony is going to be hard to get. You have to be master of the literal first. But then, Americans don't get irony either. Computers are going to reach the level of Americans before Brits.
~ Geoffrey Hinton
American
Before
Brits
Computers
Either
First
Get
Going
Hard
Irony
Level
Literal
Master
Reach
Then
You
design
copy
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.
~ Geoffrey Hinton
ATM
Banking
Better
Cheaper
Example
Faster
For Example
Less
Machines
More
Out
Put
Reliable
Simple
Than
Things
Transaction
Trouble
Used
Very
Want
Work
You
design
copy
Making everything more efficient should make everybody happier.
~ Geoffrey Hinton
Efficient
Everybody
Everything
Happier
Make
Making
More
Should
design
copy
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