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In the early days of the Google Brain project
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Do You Trust this Computer?

In the early days ofthe Google Brain project, I gave the team a verysimple instruction,...

In the early days of
the Google Brain project, I gave the team a very
simple instruction, which was, "Build the biggest
neural network possible, like 1,000 computers." A neural net is something very close
to a simulation of how the brain works

Full Transcript

00:00:01.000 --> 00:00:03.567
In the early days of the Google Brain project,
00:00:03.611 --> 00:00:05.007
I gave the team a very simple instruction,
00:00:05.743 --> 00:00:08.702
which was, "Build the biggest neural network possible,
00:00:08.746 --> 00:00:11.001
like 1,000 computers."
00:00:11.096 --> 00:00:15.057
A neural net is something very close to a simulation of how the brain works.
Duration
15 seconds
Views
55
Timestamp in Movie
00:16:59
Uploaded
Jun 27, 2025
Genres
documentary
Production
Papercut Films,Diamond Docs

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Movie Summary

Artificial Intelligence: Monster or Shangri-La?
It's very probabilistic, but with contextual relevance. - Do You Trust this Computer? 00:06
It's very probabilistic, but with contextual relevance.
In your brain, you have long neurons - Do You Trust this Computer? 00:09
In your brain, you have long neurons
When a baby tries something and it succeeds, there's a reward, - Do You Trust this Computer? 00:09
When a baby tries something and it succeeds, there's a ...
If it fails at something, the pathway is weakened, - Do You Trust this Computer? 00:09
If it fails at something, the pathway is weakened,
This is called "deep learning," and "deep learning" - Do You Trust this Computer? 00:07
This is called "deep learning," and "deep lea...
Deep learning is a totally different approach - Do You Trust this Computer? 00:13
Deep learning is a totally different approach
The computer just gets smarter and smarter - Do You Trust this Computer? 00:07
The computer just gets smarter and smarter
Imagine, if you will, a neural network, you know, like 1,000 computers. - Do You Trust this Computer? 00:05
Imagine, if you will, a neural network, you know, like 1,000...
And so, after watching YouTube for a week, - Do You Trust this Computer? 00:05
And so, after watching YouTube for a week,
We had a hypothesis that it would learn to detect - Do You Trust this Computer? 00:05
We had a hypothesis that it would learn to detect
And so, we know that human faces appear a lot in videos, - Do You Trust this Computer? 00:09
And so, we know that human faces appear a lot in videos,
Leave Britney alone! - Do You Trust this Computer? 00:05
Leave Britney alone!
So, we looked, and to our surprise, - Do You Trust this Computer? 00:06
So, we looked, and to our surprise,
It's all pretty innocuous when you're thinking about the future. - Do You Trust this Computer? 00:04
It's all pretty innocuous when you're thinking abo...
It all seems kind of harmless and benign. - Do You Trust this Computer? 00:04
It all seems kind of harmless and benign.
But we're making cognitive architectures that will fly farther and faster than us - Do You Trust this Computer? 00:09
But we're making cognitive architectures that will fly ...
I think that, in three to five years, you will see a computer system - Do You Trust this Computer? 00:15
I think that, in three to five years, you will see a compute...
One introduces a sample of human food - Do You Trust this Computer? 00:05
One introduces a sample of human food
Down here there's a small built-in chemical laboratory, - Do You Trust this Computer? 00:05
Down here there's a small built-in chemical laboratory,
Later, he can reproduce identical molecules - Do You Trust this Computer? 00:04
Later, he can reproduce identical molecules