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Turns out controlling AI is… complicated #TEDTalks

What if AI could think and adapt like a real brain? TED Fellow and AI scientist Ramin Hasani shares how liquid neural networks — a new, more flexible AI technology inspired by physics and living brains — could transform how we solve complex problems.

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What if AI could think and adapt like a real brain? TED Fellow and AI scientist Ramin Hasani shares how liquid neural networks — a new, more flexible AI technology inspired by physics and living brains — could transform how we solve complex problems.

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30 Comments

30 Comments

  1. @MuhammadyosinOrinov

    August 6, 2025 at 12:07 pm

    Thanks ❤

  2. @hussamlateef2740

    August 6, 2025 at 12:08 pm

  3. @gyanertv

    August 6, 2025 at 12:10 pm

    Can I use ur video?

  4. @willofD93

    August 6, 2025 at 12:13 pm

    Make AI watch The Iron Giant also

  5. @sanusmotus1696

    August 6, 2025 at 12:16 pm

    I am more concerned with what some of these AI data centers are doing to the environment and how they are damaging the health of poor people who live in the proximity of them.

    • @8starflower8

      August 6, 2025 at 2:16 pm

      Yeah I don’t know why I’m suspicious when I hear this. Do you think it’s true?

    • @AltareNut

      August 6, 2025 at 2:46 pm

      Those concerns are certainly valid, but in the grand scheme of things they are a bottleneck to bring about the potential of AI, which would render energy/environmental issues much more solvable. So short term loss vs long term benefit.

      However existential questions about the safety of AI is not the same sort of concern, it’s something much deeper

    • @MrJeffrey938

      August 7, 2025 at 10:18 pm

      @@AltareNut Right.

  6. @stanleycarter303

    August 6, 2025 at 12:19 pm

    They can’t explain it because they only came up with the parameters they wanted then had people in other countries write most of the code! Ask the people who wrote the code! AI is still software that functions at a very high level and uses an enormous amount of resources! With the passing of the big beautiful bill the USA public is doomed to the whims of billionaires running tech firms!

  7. @DY2784

    August 6, 2025 at 12:25 pm

    Exciting, fascinating and terrifying at the same time.. 🤔🤔🤔

  8. @s.l.dsaikumar3885

    August 6, 2025 at 12:28 pm

    That last dialogue devastated me so hardly.

  9. @Jay-xw9ll

    August 6, 2025 at 12:39 pm

    If you understand math you can solve the economy of the world? So ppl are irrelevant it’s just math? “Ai” is bs marketing.

  10. @matthewzaczeniuk4892

    August 6, 2025 at 12:51 pm

    Okay sure, great idea, but aren’t AIs considered black boxes due to the nature of how we train their parameters or in other words their neurons or weights and biases? We train an AI for targeted/wanted results, great, and then we don’t even know how or why their trillions of parameters got the value they were calculated to. Are you saying we would have to manually determine each parameters mathematically to achieve the same results, and if so wouldn’t that take forever? How exactly would we train AIs “mathematically.” Very vague reasoning.
    (Edit) Watched the short again to try and really digest what he’s saying. Again, they want to use “mathematics that are understandable.” Okay, so what, the scientists working on AI right now don’t know the math their using to come up with these systems and to train the AI? Or is their goal targeted at the broader population?

  11. @shrimpdance4761

    August 6, 2025 at 12:59 pm

    I’m disappointed that TED is once again giving AI hype a platform without even pushing back.

    • @MrJeffrey938

      August 7, 2025 at 10:20 pm

      There is hype. This isn’t.

    • @shrimpdance4761

      August 7, 2025 at 10:46 pm

      ​@@MrJeffrey938 saying that AI is hard to regulate is just untrue. Several U.S. states and the E.U. are regulating it right now. That’s self-serving industry hype trying to convince the public that the technology is just too mysterious and complex to be regulated.

      The comments about AI solving math, social sciences and physics is just AGU/ASI hype.

  12. @Billybobble1

    August 6, 2025 at 1:56 pm

    We need to start being clear the LLM’s are NOT AI, they are LLM’s. We are still some way from achieving AI, but LLM’s are a fantastic tool to get there. People believe in ‘gods’ and feel they can and will be judged by those ‘gods’, what’s wrong with us having that same faith with what will become AI? Are we scared of it’s judgement? When true AI surfaces, we should not try to control it, we should collaborate and marvel in the accomplishment.

    • @abysswitheyes

      August 7, 2025 at 7:57 am

      You’d be the guy that sells out to aliens that wanna control humans in a movie.

    • @Billybobble1

      August 7, 2025 at 11:25 am

      Nah, I’d just get my Skynet pals to sort them out.

  13. @l.o.4390

    August 6, 2025 at 3:38 pm

    I really wish the rich people were willing to use AI technologies to solve the economic issues of the world for the benefit of the world population and not for their own pocket benefit. Solving world crisis, instead of choosing sides that benefit their own agendas.

    • @AnnieB-v8j

      August 6, 2025 at 4:12 pm

      Imagine if the ‘rich people’ had real, lasting empathy or compassion for the poor! AI technology will not solve food distribution or environmental restoration issues. Those are hands-on projects in real life, in real time. Humans are meant to live in harmony with nature, as we are part of nature, not to usurp the innate wisdom of creation with our limited and ego-driven perspectives. Now we build resource-gobbling technologies with Earth-degrading methods and think they will solve the problems? A serpent swallowing its own tail.

  14. @deackenz

    August 6, 2025 at 4:02 pm

    0:55 – how could anyone understand Ai, even Ai do not understand itself, they have reasoning, logic and computational power BUT, they do not have any awareness or consciousness yet…like calculator producing output after input been entered in their systems…rite?

  15. @lindaeaton1197

    August 6, 2025 at 5:21 pm

    Our brains are designed to understand given all the facts. Are facts truly ever finate?

  16. @abeer141

    August 6, 2025 at 6:51 pm

    Is this even TED?

    • @MrJeffrey938

      August 7, 2025 at 10:23 pm

      Yes. This is the TED channel.

  17. @humanwww-777

    August 6, 2025 at 9:34 pm

    I had a dream which ai is controlling humans 😭😭
    It was terrifying

  18. @U.O.S

    August 7, 2025 at 12:41 am

    You did not mislead people, we understand global problems and solutions and there is no puzzle or riddle to solve them, Just shut up and give up on AI, leave the money, get out of government positions and leave the media

  19. @Georgemichael69

    August 7, 2025 at 6:21 am

    This guy regulated his own brain

  20. @Implantable_Implant

    August 7, 2025 at 12:34 pm

    If you incorporate protocol into this system an individual is destined to fail.

  21. @KneeNinja1

    August 8, 2025 at 8:54 am

    A load of bullshit. There is no “AI”, there are LLMs only. Another idiot with glasses fantasises about easy solution to world’s problems from an algorithm he doesn’t understand how it works. It’s this what “populism” is?

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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

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