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AI can't learn new things forever — an algorithm can fix that
Manage episode 435401926 series 3137
Content provided by podcast@nature.com and Springer Nature Limited. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by podcast@nature.com and Springer Nature Limited or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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.
Hosted on Acast. See acast.com/privacy for more information.
832 episodes
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Manage episode 435401926 series 3137
Content provided by podcast@nature.com and Springer Nature Limited. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by podcast@nature.com and Springer Nature Limited or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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.
Hosted on Acast. See acast.com/privacy for more information.
832 episodes
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Similar to Nature Podcast
Twice a week, the Guardian brings you the latest science and environment news
…
continue reading
The BBC brings you all the week's science news.
…
continue reading
The Naked Scientists flagship science show brings you a lighthearted look at the latest scientific breakthroughs, interviews with the world's top scientists, answers to your science questions and science experiments to try at home.
…
continue reading
A weekly programme that illuminates the mysteries and challenges the controversies behind the science that's changing our world.
…
continue reading
There are a lot of fads, blogs and strong opinions, but then there’s SCIENCE. Science Vs is the show from Gimlet that finds out what’s fact, what’s not, and what’s somewhere in between. We do the hard work of sifting through all the science so you don't have to and cover everything from 5G and Pandemics, to Vaping and Fasting Diets.
…
continue reading
Why do I feel stuck? How can I become more creative? What can I do to improve my relationships? If you’ve ever asked yourself these questions, you’re not alone. On Hidden Brain, we help you understand your own mind — and the minds of the people around you. (We're routinely rated the #1 science podcast in the United States.) Hosted by veteran science journalist Shankar Vedantam.
…
continue reading
Exploring the biggest questions of our time with the help of the world's greatest thinkers. Host Manoush Zomorodi inspires us to learn more about the world, our communities, and most importantly, ourselves. Get more brainy miscellany with TED Radio Hour+. Your subscription supports the show and unlocks a sponsor-free feed. Learn more at plus.npr.org/ted
…
continue reading
The Huberman Lab podcast is hosted by Andrew Huberman, Ph.D., a neuroscientist and tenured professor in the department of neurobiology, and by courtesy, psychiatry and behavioral sciences at Stanford School of Medicine. The podcast discusses neuroscience and science-based tools, including how our brain and its connections with the organs of our body control our perceptions, our behaviors, and our health, as well as existing and emerging tools for measuring and changing how our nervous system ...
…
continue reading
Scientific principles, theory, and the role of key figures in the advancement of science.
…
continue reading
Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
…
continue reading
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