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Nature Podcast

AI can't learn new things forever — an algorithm can fix that

Nature Podcast

[email protected]

Science, News, Technology

4.4859 Ratings

🗓️ 21 August 2024

⏱️ 22 minutes

🧾️ Download transcript

Summary

00:46 Old AIs can’t learn new tricks

An algorithm that reactivates dormant ‘neurons’ in deep learning based AIs could help them overcome their inability to learn new things and make future systems more flexible, research has shown. AIs based on deep learning struggle to learn how to tackle new tasks indefinitely, making them less adaptable to new situations. The reasons for this are unclear, but now a team has identified that ‘resetting’ parts of the neural networks underlying these systems can allow deep learning methods to keep learning continually.


Research Article: Dohare et al.

News and Views: Switching between tasks can cause AI to lose the ability to learn


08:55 Research Highlights

To stop crocodiles eating poisonous toads researchers have been making them sick, and a sacrificed child in ancient Mexico was the progeny of closely related parents.


Research Highlight: How to train your crocodile

Research Highlight: DNA of child sacrificed in ancient city reveals surprising parentage


11:20 Briefing Chat

How video games gave people a mental health boost during the pandemic, and where the dinosaur-destroying Chicxulub asteroid formed.


Nature News: PlayStation is good for you: video games improved mental health during COVID

Nature News: Dinosaur-killing Chicxulub asteroid formed in Solar System’s outer reaches


Subscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday.



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Transcript

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0:00.0

Cross, the new series only on Prime Video.

0:04.0

You're going to be part of a masterpiece.

0:06.0

Evil knows his name.

0:08.0

Detective Alex Cross.

0:11.0

Where he lives.

0:13.0

It was in my house.

0:15.0

His darkest secret.

0:16.0

And when I'm done, the world will know the truth.

0:20.0

Based on characters created by James Patterson.

0:23.4

I'm not a monster.

0:24.4

I don't kill for fun.

0:25.8

Cross.

0:26.7

New series.

0:27.8

Watch now only on Prime Video.

0:30.2

Getting money from clients can feel like trying to wrestle honey from a grizzly bear.

0:34.0

That hasn't eaten in days.

0:36.2

While an amorous skunk clings to your leg. Not now skunky. But with zero online

0:40.8

invoice payments through Stripe and Go Cardless, you can give customers more ways to pay and keep your

0:44.9

cash flow flowing. Soon, rather than wrestling a grizzly bear, it feels more like you're cuddling

0:50.1

a koala bear. Oh. On a really soft sofa, while watching your favourite soap.

0:55.1

I can't believe she was his mother.

0:57.6

The healthy business,

...

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