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How Competition Is Stifling AI Breakthroughs | Llion Jones | TED

Llion Jones cowrote “Attention Is All You Need,” the seminal paper that introduced the transformer — the architecture that launched the generative AI revolution. Now he warns that the industry that grew out of this breakthrough is stifling the next one. Learn why the current corporate arms race is killing true innovation and how we…

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Llion Jones cowrote “Attention Is All You Need,” the seminal paper that introduced the transformer — the architecture that launched the generative AI revolution. Now he warns that the industry that grew out of this breakthrough is stifling the next one. Learn why the current corporate arms race is killing true innovation and how we can get back to bold exploration. (Recorded at TEDAI San Francisco on October 21, 2025)

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31 Comments

31 Comments

  1. @movieflix6677

    February 27, 2026 at 11:00 am

    First comment ❤

    • @doubleuenbeeeh

      February 27, 2026 at 11:35 am

      Mom must be so proud!

  2. @MojassimAlam-fr3wu

    February 27, 2026 at 11:04 am

    AI will be last invention by human😢

    • @Aaaaaa006

      February 27, 2026 at 2:01 pm

      Exciting

  3. @VysotskyVS

    February 27, 2026 at 11:05 am

    I don’t understand what he want to say)

  4. @HalloweenR5

    February 27, 2026 at 11:07 am

    OMG everything you guys upload now is just about AI. TedTalks used to be a diverse collection of varying topics but now it just seems like it’s pushing AI down our throats. And I think only one of them has been about some of the very serious drawbacks of AI. God I can’t wait for this bubble to burst

    • @zeraton2555

      February 27, 2026 at 11:41 am

      Revolution you mean

    • @HalloweenR5

      February 27, 2026 at 11:56 am

      @zeraton2555 the only people calling it that are people that are profiting off it

    • @zeraton2555

      February 28, 2026 at 6:48 am

      ​@HalloweenR5I know I am lol

    • @HalloweenR5

      February 28, 2026 at 10:17 am

      @zeraton2555 ew

  5. @Skyace13

    February 27, 2026 at 11:24 am

    Why is the man wearing a sack as formal clothes

    • @emilyhope7241

      February 27, 2026 at 12:52 pm

      The entire reason I clicked…

  6. @ninjabard1898

    February 27, 2026 at 11:25 am

    You don’t. Actual humans want AI competition not just stifled, but smothered out.

  7. @d.martins4471

    February 27, 2026 at 11:31 am

    The next big thing in AI is when you realize euro emissions, cow fart hate, etc is pure hipocrisy since AI costs so much in terms of energy that it can’t be justified unless you’re a CIA chief or a psycho dictator trying to control everyone’s lives. No, hating my classic cars will not save the world. Ah, it also solves problems we never had.

  8. @doubleuenbeeeh

    February 27, 2026 at 11:35 am

    Lost the audience in the first minute when he assumed they knew what GPT stood for

  9. @abdullapattambi5037

    February 27, 2026 at 11:47 am

    The coming five years definitely rule AI

  10. @RxAwesome33

    February 27, 2026 at 12:24 pm

    wtf is this shirt!? Is this guy a programmer or a karate kid?

    • @FMFvideos

      February 27, 2026 at 11:34 pm

      A sorcerer!

  11. @sinstArriAs

    February 27, 2026 at 12:33 pm

    Nobody gives a single damn about your AI

  12. @philipmitchell7660

    February 27, 2026 at 1:10 pm

    The first big thing in AI ??…

  13. @MegaBaellchen

    February 27, 2026 at 1:40 pm

    We need The One World Government AI to save Our Democracy™

  14. @305nt

    February 27, 2026 at 2:01 pm

    And the 🏆 for silliest little outfit goes to…

    • @charos_03

      February 28, 2026 at 11:38 am

      And the 🏆 for the silliest profile picture goes to…

      (Thatʼs his life by the way, he can do whatever he wants)

  15. @incontroversyistherekindne6683

    February 27, 2026 at 2:22 pm

    Yes! Won’t we all be better off if the US and China work together in building AI, rather than competing? Fossil fuels and the industrial revolution gave us our civilization. Now, in AI, we have something like a new steam engine. The sooner we develop a V6 engine the better off we will all be. Information should be open source. Simply putting solar panels on all rooftops can cover the energy needed for data centers, not to mention geothermal and other renewables.

  16. @AndrewBarfield

    February 27, 2026 at 3:13 pm

    For anyone else distracted by (wondering about) his shirt. I asked Gemini:
    “That garment is a Jinbei (or a Kimono-style wrap shirt). Specifically, it is a modern take on traditional Japanese loungewear.”

    The more you know 🌠

  17. @AdrianHertz

    February 27, 2026 at 5:05 pm

    They should disable the comments 😅

  18. @chasmenear7130

    February 27, 2026 at 5:58 pm

    Where did you find AI ‘Star Trek diplomat’ here? If this is literally what the future looks and sounds like, PLEASE flush…. It’s stinking up my natural world. Looks like Ned Ludd was a pretty good guy….

  19. @rja62b

    February 27, 2026 at 6:27 pm

    Don’t.

  20. @ljttr56

    February 27, 2026 at 7:45 pm

    What was the last “Big Thing”?

  21. @Liberate.2026

    February 27, 2026 at 10:26 pm

    Building Back Together for Peace and Prosperity🌿

  22. @3dx3em

    February 28, 2026 at 1:22 pm

    Weird clothes choice for Ai monk 😂

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We’re Keeping the Ocean Wild — and You Can Join Us | Sylvia A. Earle | TED

In 2009, marine biologist Sylvia Earle stood on the TED stage and made a wish: to build a global network of “Hope Spots” and protect the ocean before it’s too late. Seventeen years later, she’s back to report on what’s happened since — and the picture is both more urgent and more hopeful than you…

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In 2009, marine biologist Sylvia Earle stood on the TED stage and made a wish: to build a global network of “Hope Spots” and protect the ocean before it’s too late. Seventeen years later, she’s back to report on what’s happened since — and the picture is both more urgent and more hopeful than you might expect. From 100,000 fur seals saved from near-extinction to coral reefs rebuilt clam by clam, Earle says we already know exactly what needs to be done; the only thing left is to find the will to do it. (Recorded at TED2026 on April 17, 2026)

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And you thought human dating was complicated! #TEDTalks

Octopus, squid and cuttlefish — collectively known as cephalopods — have strange, massive, distributed brains. What do they do with all that neural power? Dive into the ocean with marine biologist Roger Hanlon, who shares astonishing footage of the camouflaging abilities of cephalopods, which can change their skin color and texture in a flash. Learn…

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Octopus, squid and cuttlefish — collectively known as cephalopods — have strange, massive, distributed brains. What do they do with all that neural power? Dive into the ocean with marine biologist Roger Hanlon, who shares astonishing footage of the camouflaging abilities of cephalopods, which can change their skin color and texture in a flash. Learn how their smart skin, and their ability to deploy it in sophisticated ways, could be evidence of an alternative form of intelligence — and how it could lead to breakthroughs in AI, fabrics, cosmetics and beyond.

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How to Google Your Symptoms Without Freaking Out | John Whyte | TED

Why does searching your symptoms online always leave you more frightened than before? As former chief medical officer of WebMD, physician John Whyte spent years believing more information meant better health — until he saw how too much of it was making people spiral. In a world of health influencers, algorithms and AI tools designed…

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Why does searching your symptoms online always leave you more frightened than before? As former chief medical officer of WebMD, physician John Whyte spent years believing more information meant better health — until he saw how too much of it was making people spiral. In a world of health influencers, algorithms and AI tools designed to keep you clicking, he reveals why clarity and context is a better prescription. (Recorded at TEDxNashville on October 19, 2025)

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Become a TED Member to support our mission:
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Follow TED!
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The TED Talks channel features the best talks and performances from the TED Conference, where the world’s leading thinkers and doers give the talk of their lives in 18 minutes (or less) — plus originals, podcasts and exclusive content. Look for videos on Technology, Entertainment and Design as well as science, business, global issues, the arts and more. Visit for our entire library, transcripts, translations and personalized recommendations.

Watch more:

TED videos may be used for non-commercial purposes under a Creative Commons License, Attribution–Non Commercial–No Derivatives (or the CC BY – NC – ND 4.0 International) and in accordance with the TED Talks Usage Policy: . For more information on using TED for commercial purposes (e.g. employee learning, in a film or online course), submit a request at

#TED #TEDTalks #Health

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