Which 2012 neural network dramatically improved image recognition at
Chapter 1

The day machines started to see

Chapter 2

The magic of the transformer

Chapter 3

Decoding the secrets of nature

YOUR GOAL

Master of The day machines learned to think

Ch 1 · The day machines started to see
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007skaty Graphics cards evolved from rendering video games to powering artificial intelligence

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007skaty The AlexNet Breakthrough

See the frame, know the name, change the game.

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We solve complex problems by observing patterns, not by writing rules.

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007skaty Modern artificial intelligence relies on training neural networks instead of coding rules

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In 2012, Google Brain proved that computer vision begins by translating physical features into math.

007skaty The June 2012 Google Brain project taught machines to recognize cats by converting every single whisker into math.

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Training neurons instead of writing rules

007skaty A labeled 3D isometric model shows glowing glass nodes and chrome neural connections

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The Day Machines Blinked
BETA

007skaty Decode the blinking neural networks to discover how the first AI breakthrough changed technology.

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Fun Fact

Image recognition: In 2015, neural networks officially surpassed human-level accuracy in the standard ImageNet challenge, classifying images with an error rate under 3%.

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Glossary
computer vision (noun)
A field of artificial intelligence that enables computers to interpret and understand the visual world. In 2012, AlexNet revolutionized the field by winning the ImageNet visual recognition challenge with unprecedented accuracy.

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Gossip

Which AI superpower would you want first?

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Quiz

What computer hardware, originally made for gaming, accelerated the AI revolution?

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007skaty The AlexNet image recognition breakthrough

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The secret power of graphics cards

007skaty GPUs process thousands of tiny mathematical operations simultaneously, adapting their original 3D game physics design to run massive

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Quiz

Which 2012 neural network dramatically improved image recognition at the ImageNet competition?

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007skaty Computer scientists teach neural networks to recognize the faces of cats

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Quiz

What mathematical values do neural networks adjust to learn from their mistakes?

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Quiz

What is the name of the massive database of labeled images used to train early visual AIs?

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Quiz

In 2012, a Google AI famously learned to recognize which animal on its own after watching YouTube?

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Quiz

Who was one of the key creators of the groundbreaking AlexNet system in 2012?

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Quiz

Before deep learning, how did programmers teach computers to perform tasks?

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