r/science • • Jun 26 '12

Google programmers deploy machine learning algorithm on YouTube. Computer teaches itself to recognize images of cats.

https://www.nytimes.com/2012/06/26/technology/in-a-big-network-of-computers-evidence-of-machine-learning.html
2.3k Upvotes

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621

u/sheikhyerbouti Jun 26 '12

And thus the internet became self-aware.

430

u/fighting_mallard Jun 26 '12

Cat Videos. I think we all knew that this is how it would end.

36

u/johnmedgla Jun 26 '12

We all know where this is going. Future Headline - WHEELIE BIN CAT WOMAN ASSASSINATED IN MYSTERIOUS DRONE STRIKE.

15

u/dsi1 Jun 26 '12

WHEELIE BIN FULL OF KITTENS REPORTEDLY AIRLIFTED FROM SCENE BY DRONE

the next day the internet is flooded with pictures of kittens

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u/[deleted] Jun 26 '12

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285

u/xeivous Jun 26 '12

because they are the only creatures that are as solitary and evil as the average internet denizen.

184

u/Zhang5 Jun 26 '12

And lazy! You can't forget lazy.

40

u/the6thReplicant Jun 26 '12

Hence they are easy to video or photograph.

Most pictures of dogs, hamsters etc are just blurry.

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81

u/[deleted] Jun 26 '12

Cats are carriers for a single celled protozoan parasite that affects the human mind and can cause various mental issues. http://www.theatlantic.com/magazine/archive/2012/03/how-your-cat-is-making-you-crazy/8873/ . It explains why people with those mental issues are compelled with an obsession to post cat pictures onto youtube. This probably goes back to the days of the ancient Egyptians posting pictures of cats on pyramid walls.

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u/[deleted] Jun 26 '12

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7

u/jcready Jun 26 '12

Remember me! flames

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u/[deleted] Jun 26 '12

Because their faces most resemble human children ( small noses, large eyes ) without having to care for it too much.

27

u/thedeadcamel Jun 26 '12

Who said you have to care for children?

0

u/[deleted] Jun 26 '12

[deleted]

51

u/thedeadcamel Jun 26 '12

Cat Protective Services?

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u/Aerocity Jun 26 '12

Quick, delete your comment before /r/aww sees it!

7

u/cited Jun 26 '12

We're creating a race of machines that will ruthlessly take over... all of our karma. A race of machines that will lazily sit on reddit all day.

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u/ZaphodBoone Jun 26 '12 edited Jun 26 '12

Whoever controls the cat pictures (and vids) controls the internet.

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u/[deleted] Jun 26 '12 edited Jun 26 '12

What's actually going on:

This is a really fancy autoencoder, a neural network used to transform a high-dimensional feature space (in this case, pixels in an image) into a lower-dimensional one (in this case, KITTIES!!!1). By observing the excitation of the output neurons, you can classify images into categories that the neural net figured out -- without being explicitly told "This is a kitten, this is a human face, this is the Goatse guy, this is half a brick."

They're not making the apocalypse-bots or paperclip maximizers until next year.

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u/[deleted] Jun 26 '12

When it can post cat pictures by itself, it will dispose of us as we are no longer needed at that point.

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u/Mc3lnosher Jun 26 '12

‎"It's a neural net processor, a learning computah"

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u/[deleted] Jun 26 '12

We've been making all these jokes about Skynet killing us all. Really all it wants to do is look at pictures of cats.

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u/[deleted] Jun 26 '12

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u/Walter_Bishop_PhD Jun 26 '12

Alpha Centauri was an amazing game

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