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Science Quickly

This Artificial Intelligence Learns like a Baby

Science Quickly

Scientific American

Science

4.31.4K Ratings

🗓️ 26 August 2022

⏱️ 3 minutes

🧾️ Download transcript

Summary

Engineers at the company DeepMind built a machine-learning system based on research on how babies’ brain works, and it did better on certain tasks than its conventional counterparts.

Transcript

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0:00.0

This is Scientific American 60-Second Science. I'm Christopher Entagliata.

0:08.0

Artificial intelligence systems have bested humans at chess, poker, jeopardy, go, and countless

0:13.8

other games, but machines still aren't that great at understanding some basic rules about

0:18.5

the physical world.

0:19.5

They still can't do what three-month-olds do, and I think this is, you know, I'm a champion

0:24.6

of babies at the end of the day, and this is a clear win for babies.

0:29.0

These are still slam-dunking, even our most powerful computers when it comes to intuitive

0:34.6

physics.

0:35.6

Cognitive psychologist Susan Hesbos of Northwestern University listed off a few examples of those

0:40.2

intuitive physics principles, like solidity. Your coffee cup does not just fall right through

0:45.8

the table, or continuity. Objects don't just blink in and out of existence, and boundedness.

0:51.9

When you pick up your coffee cup, it sticks together. You don't end up with just the handle.

0:56.7

Babies know all three of these things, as early as three months of age. Their visual acuity

1:01.4

is lousy, the world is blurry, they could barely grasp this stuff. Babies get a lot of things

1:08.3

wrong, but it's just these initial kernels that get elaborated and refined through experience

1:13.6

in the world.

1:14.6

Now, computer engineers have taken a page from the Baby Playbook. Researchers at Deep Mind,

1:19.6

that's the AI company that trained computers to beat humans at Go. They've endowed a machine

1:24.1

learning system with certain kernels of knowledge about intuitive physics built in.

1:28.4

A kin to what an infant might be equipped with.

1:31.2

And after watching the equivalent of about 28 hours of training videos, showing things

1:35.3

like balls rolling and block-strapping, the AI system actually showed surprise when it

...

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