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The Last 6 Decades of AI — and What Comes Next | Ray Kurzweil | TED

How will AI improve our lives in the years to come? From its inception six decades ago to its recent exponential growth, futurist Ray Kurzweil highlights AI’s transformative impact on various fields and explains his prediction for the singularity: the point at which human intelligence merges with machine intelligence. If you love watching TED Talks…

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How will AI improve our lives in the years to come? From its inception six decades ago to its recent exponential growth, futurist Ray Kurzweil highlights AI’s transformative impact on various fields and explains his prediction for the singularity: the point at which human intelligence merges with machine intelligence.

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81 Comments

81 Comments

  1. @siegfriedbarfuss9379

    June 27, 2024 at 4:35 pm

    If all utopia promised comes real you won’t be yourself anymore since the alteration might alter your identity to a new entity very disjunct from previous consciousness!

  2. @MarksRandomVideos

    June 27, 2024 at 4:58 pm

    I believe it is less about Ray living forever, and more about knowledge and hopefully collective consciousness transferring into a form that becomes indestructible, rather than fragile in its current biological form.

  3. @marks7321

    June 27, 2024 at 5:02 pm

    It’s good to see him doing well.

  4. @user-km4jl7vh3h

    June 27, 2024 at 5:22 pm

    Think we should all learn how to make homemade EMPs

  5. @TheWisestCompanyOnEarth

    June 27, 2024 at 5:24 pm

    Nice breakdown — timeline provided the context. 4:11

  6. @ianPedlar

    June 27, 2024 at 5:25 pm

    Legend!

  7. @SirCharles12357

    June 27, 2024 at 5:52 pm

    I love his optimism and though I’m not sure about the time scale, I do believe we will attain it.

  8. @jzwolak

    June 27, 2024 at 5:57 pm

    Kurzwell gives a rosy picture of the future of AI and the human race. He gives a nod to the fears of some experts that AI may bring the extinction of the human race. I think Kurzwell’s future is possible, but equally if not more likely the extinction of the human race is possible. I think the best we can expect is that humans will be unrecognizable by the end of this century… both physically and psychologically. Our current form will be seen as archaic and people of the 22nd century will wonder how we even made it through life.

  9. @Petch1

    June 27, 2024 at 6:10 pm

    He looks like he’s been dressed by a five year old.

  10. @BinaryDood

    June 27, 2024 at 6:21 pm

    ok so he wants to kill everyone

  11. @samarbid13

    June 27, 2024 at 6:33 pm

    What’s the purpose of AGI if we will end up using it to harm each other?

  12. @dan-cj1rr

    June 27, 2024 at 6:42 pm

    enhances our intelligence not sure, making us dumb because we can’t think on our own anymore, maybe.

  13. @user-qh8nw1jk9j

    June 27, 2024 at 6:42 pm

    Why is he so full of himself? I did this I did that, pipe down grandpa

  14. @scrategy

    June 27, 2024 at 6:43 pm

    The best vaccine? R u fucking kidding me?

  15. @dischargedarrowgetback4322

    June 27, 2024 at 6:43 pm

    Ray is the true prophet.
    In his 2005 book “The Singularity Is Near,” Ray predicted that computer intelligence would rival that of humans by 2029.
    Even those who supported Ray thought in their hearts that it might not happen and did not really believe it.
    However, now things are going exactly as Ray predicted! !
    Why are Ray’s predictions so reliably accurate?
    The secret is that information technology advances exponentially, a law so certain it can be called a law of physics.
    It becomes a straight line on a logarithmic graph.
    We only need to believe in that straight line.

  16. @KWifler

    June 27, 2024 at 6:44 pm

    Wow, that Ray Kurzweil android is SO realistic! SO convincing! I was almost fooled!

  17. @somanawan3299

    June 27, 2024 at 6:59 pm

    Hello, is this year 2045? Are we smarter in Y2045?

  18. @bartymurns

    June 27, 2024 at 7:10 pm

    What a load nonsense. Actual AGI is centuries away at least. Systems that are marketed as AGI will be much closer though and it seems like humanity cant wait to throw it’s money at the snake-oil salesmen.

  19. @YouNikSan

    June 27, 2024 at 7:14 pm

    Love this one religion 🙏💫❤️

  20. @randywilliams208

    June 27, 2024 at 7:20 pm

    Plot Twist: AGI isn’t possible, the advancements in medical technology he mentioned are hoaxes, and this “promised land” narrative is being spun by the Elite to pacify the masses. In reality, AI will indeed advance, but only to be used as a tool for mass genocide.

  21. @totheleftrightla

    June 27, 2024 at 7:25 pm

    Very interesting, but humans, being what we are, there’s, inevitably a dark side that we’re not really dealing with, and the exponential growth of that is messing with the grand scheme of nature I think.

  22. @chrisanderson687

    June 27, 2024 at 7:44 pm

    Ray’s suspenders make me smile 😀

  23. @human_shaped

    June 27, 2024 at 8:11 pm

    Most of what Ray does is just talk about how great he is.

  24. @Sjrick

    June 27, 2024 at 8:43 pm

    This makes me sad. Doesnt Ray have anyone in his life that will help him with his appearance ? From his cloths to his awful toupee. This man needs better people around him.

  25. @Paleb-wj2we

    June 27, 2024 at 9:04 pm

    Hello 2100 do we have time machine yet?

    • @Paleb-wj2we

      June 27, 2024 at 9:04 pm

      Yes we do

    • @Paleb-wj2we

      June 27, 2024 at 9:06 pm

      Wait! WTF, go back

  26. @jcsjapan

    June 28, 2024 at 11:20 am

    Fantastic talk, but I will argue about actively creating things to enhance our intelligence. While the creators of said creations (e.g. smart phones, online databases, etc) may have the correct goals, society at large does not. The mass majority of people who use smart phones do so to inflate their ego. It is one thing to actually use these creations for good and grow in substantial ways, but the sad reality is that most people do not do that. They use these types of devices to find instant gratification, find a quick answer that they will forget moments later, and doom scroll on social media to pump endless amounts of dopamine into their brain.
    With that said, I think society hasn’t really gotten more intelligent, per say, but we have simply adapted to the technological advancements while holding on to our selfish and vain tendencies. That’s my two-cents, at least. haha

  27. @oboemasa

    June 28, 2024 at 11:24 am

    いい話だったよ!

  28. @dustonpath

    June 28, 2024 at 11:37 am

    Too much optimism from an old AI thinker.

  29. @onealphabet3397

    June 28, 2024 at 11:48 am

    I dont know about his prediction 2029 singularity.
    All that is for certain is that we have exponantial growth and we WILL have immense more compute power in fact this and next year then last year.

    But singularity ..like “do everything what humans do” there are still problems in how our brains actually works.

    Our brain is more than just increased complexity or not ?

  30. @vail4639

    June 28, 2024 at 12:13 pm

    Creating a transporter like the one depicted in Star Trek would require astronomical computing power due to the complex tasks involved. Here’s a breakdown of the key requirements and the steps needed to get from current technology to such a future:

    ### Key Requirements for Transporter Technology

    1. **Scanning Resolution**:
    – **Atomic and Subatomic Level Scanning**: To deconstruct and reconstruct an object, the transporter would need to scan every atom and subatomic particle with extremely high precision.
    – **Data Volume**: A human body contains approximately (10^{28}) atoms. Each atom’s position, momentum, spin state, and other quantum states would need to be recorded.

    2. **Data Processing and Storage**:
    – **Data Storage**: The data required to describe a human body would be on the order of (10^{28}) bits or more, vastly exceeding current storage capacities.
    – **Real-Time Processing**: The system would need to process and analyze this data in real time, requiring unprecedented processing speeds.

    3. **Error Correction and Redundancy**:
    – **Quantum Error Correction**: Given the sensitivity of quantum information, robust error correction methods would be essential.
    – **Redundancy Systems**: To ensure accuracy and reliability, multiple overlapping systems for data capture and reconstruction would be necessary.

    4. **Energy Requirements**:
    – **Energy for Disassembly and Reassembly**: The energy required to disassemble and reassemble matter at the atomic level would be immense.

    ### Current State of Technology

    1. **Quantum Computing**:
    – **Current Capabilities**: We are in the early stages of quantum computing with prototypes achieving quantum supremacy on specific tasks.
    – **Scalability Challenges**: Current quantum computers operate with a few dozen qubits, far below the necessary scale.

    2. **Data Storage and Processing**:
    – **Current Storage Solutions**: Modern data centers can store exabytes of data, but this is still orders of magnitude less than what’s needed for transporter technology.
    – **Processing Power**: Supercomputers can perform quintillions of operations per second (petaflops), but still fall short for the required real-time processing at the atomic level.

    ### Steps to Achieve Transporter Technology

    1. **Advancement in Quantum Computing**:
    – **Increase Qubit Count**: Development of stable and error-free qubits in the millions or billions.
    – **Quantum Algorithms**: Development of advanced algorithms capable of processing and storing quantum states of atoms efficiently.

    2. **Breakthroughs in Data Storage**:
    – **Atomic-Level Storage**: Innovations in storing data at the atomic level or using new materials and technologies like DNA storage.
    – **Holographic Storage**: Potential use of holographic storage methods for higher density and speed.

    3. **Enhanced Scanning Technologies**:
    – **Nanotechnology and Beyond**: Advanced nanotechnology for precise atomic scanning and manipulation.
    – **Improved Sensors**: Development of sensors capable of capturing quantum states accurately.

    4. **Energy Innovations**:
    – **High-Efficiency Energy Sources**: Development of new, high-efficiency energy sources capable of providing the required power.
    – **Quantum Energy Management**: Techniques to manage and use energy at the quantum level efficiently.

    5. **Integration of Technologies**:
    – **Interdisciplinary Research**: Combining advancements in quantum computing, nanotechnology, materials science, and energy systems.
    – **AI and Machine Learning**: Utilizing AI to manage the vast amounts of data and improve the precision and reliability of the transporter system.

    ### Roadmap to Development

    1. **Next 10-20 Years**:
    – Significant advancements in quantum computing, potentially reaching stable and scalable systems with thousands to millions of qubits.
    – Improvements in data storage techniques and increased capacity.

    2. **Next 20-50 Years**:
    – Development of atomic-level scanning and manipulation technologies.
    – Early prototypes of transporter-like systems for small-scale or non-living matter.

    3. **Beyond 50 Years**:
    – Potential for human-scale transporters if exponential advancements continue in computing, energy, and nanotechnology.

    Achieving Star Trek-like transporter technology would require paradigm shifts across multiple scientific and technological fields, with quantum computing at the forefront. It’s an ambitious vision, but continual advancements in technology could eventually make it a reality.

  31. @lobabobloblaw

    June 28, 2024 at 12:21 pm

    That fashion is on point, wow.

  32. @bizsmartworld6137

    June 28, 2024 at 12:43 pm

    There will be advanced software algorithms that are pretending like AGI 😅😂 like AI of today 😊 all just Smart Software , Fast & Impressive . But the term “AI” is over sell.. just promo term for cutting edge software & algorithms . Catching just 10% of human intelligence is not happening anytime soon 😊 we have 1000s of types of neurons in billions. What ever said and done computers only have 0&1 . Yes No Strategies . Life is not about just Electricity . Computers must first learn to communicate with mother nature, request for atoms & elements to build memory cells / components . Evolve & master the techniques for 1000s of years & maybe claim its ready to compete.

    Yes a drone can kill humans in split second, Yes a simple calculator can give big numbers in results, outperforming 99% of humans. It does not mean its smart! It’s just fast 😊

  33. @RasheelSharma

    June 28, 2024 at 12:48 pm

    Google/Microsoft to be deleted/removed/restructured in liu of ‘Brave’ and potential upcomming software upgrades or cessation from the world in response to pursuit of retirement of sorts. Web3 only, though delivery may be more political in deliverance than capital, whilst remaining around the ‘orbit’ of capital gain nonetheless. A shift to promotion/focus on research and discovery, exploration, and Earth ‘agendas’ to be expected, promoting the frontier people of Earth, pioneers, and such as time before has proven to burrow in directions of grandeur in the biased of thoughts. The only pursuits in education will be of Vedic/Hindu conception and collaboration seen with rising schools such as Maharishi and Patanjali universities.

  34. @klauszinser

    June 28, 2024 at 2:05 pm

    There must have been an event on 14th Nov 2017at the Society of Neuroscience in Washington. At the keynote Speech Demis Hassabis said, AI is nothing else than applied brain science. 
    He must have spoken for around an hour when he must have said: 
    “First we solve the problem and understand what Intelligence (Thinking) is about.And then we solve other problems.” (Indirect source from manfred Spitzer). Unfortunately I never found the video. But there is some hope that it will show up.

  35. @Sammasambuddha

    June 28, 2024 at 2:44 pm

    Ray skipped Zoo day? Monkeys have incredible hand functions that are incredibly strong. Are monkeys swinging from trees using only their tongues? Dont quit your day job, Ray.

  36. @CATDHD

    June 28, 2024 at 2:59 pm

    ” The year 2030. Singularity is nearerer.”
    Ray Kurzweil

  37. @willymagi9253

    June 28, 2024 at 3:39 pm

    RELEASE date??

  38. @andycordy5190

    June 28, 2024 at 3:59 pm

    I liked the theory of escape velocity longevity.

  39. @marblegarden8456

    June 28, 2024 at 4:53 pm

    I’m convinced Ray is slowly transforming into Raggedy Andy, as a bridge to immortality.

  40. @joes1897

    June 28, 2024 at 4:57 pm

    Wigs will look much better after the singularity

  41. @RichardCookerly

    June 28, 2024 at 4:59 pm

    We will NOT see a cure for cancer, at least not anytime soon. Too much money made from the treatments. I wouldn’t be surprised if there was already a cure that is being held back. We can never trust Big Pharma…

  42. @bmwpowerfreaks

    June 28, 2024 at 5:00 pm

    61 years arround AI🎉

  43. @Nazaru_Lan

    June 28, 2024 at 5:03 pm

    Hope we’re still alive in 2030. If you’re reading it from there

  44. @antonioas709

    June 28, 2024 at 5:34 pm

    This is great and all but the best tech will be owned by the elite and benefit them the most. Also ray predicted by 2022 wed have clothing printers and we would be able have our favorite clothing brands printed out

  45. @luc3665

    June 28, 2024 at 5:44 pm

    Humans are intelligent and still made some very big mistakes, that where only understood looking back in the past. AGI could make even bigger and more complex mistakes and we might not be able to even comprehend what happened.

  46. @NirvanaFan5000

    June 28, 2024 at 6:44 pm

    I enjoy kurzweil and think he has some good points but I really hate the cult of personality that he and his followers push

  47. @DrRajaKing_psychology_islam

    June 28, 2024 at 6:47 pm

    Boring 😴

  48. @gabrielbevan-rt5yl

    June 28, 2024 at 6:56 pm

    If humans are so smart then why do we do so many stupid things?

  49. @TheClaptonisgod1

    June 28, 2024 at 8:00 pm

    Never heard of this guy.
    Now, I won’t forget him.

  50. @bUklMusic

    June 28, 2024 at 8:52 pm

    Ok, but what about art?!

  51. @HogbergPhotography

    June 29, 2024 at 1:33 am

    If he just hadnt brought up the covid vaccine scandal as an example of the use of ai creativity it could have been a good talk.. 🥺

  52. @HogbergPhotography

    June 29, 2024 at 1:33 am

    Ray´s next book “The singularity is exponentially close”

  53. @moriumakterniha3884

    June 29, 2024 at 1:36 am

    We all know about Artificial intelligence😂 however still we have something to learn from him😊

  54. @KyleTheLEGOMaster

    June 29, 2024 at 2:27 am

    Who’s here in 2028?

  55. @angrygary122

    June 29, 2024 at 3:25 am

    Longevity escape velocity prediction 2029-2035 is far too optimistic

  56. @DanielBarreroStadler

    June 29, 2024 at 3:48 am

    Indeed, artificial intelligence did a great job preventing all the side effects vaccines could have.

    • @sidpheasant7585

      June 29, 2024 at 3:15 pm

      !

  57. @tylermoeller7540

    June 29, 2024 at 4:28 am

    Everyone should fear the day Ai takes over at scale. I’m writing my thesis right now to finish my second degree. It’s on the impact of AI in education k-12. Will change the whole landscape of how we learn and teach. I just got some certifications from coursera on AI as well. It’s gunna be a game changer in the white collar workforce as well. And if you aren’t skilled in it or have knowledge on it and how to use it more efficiently and effectively you’ll be gone.

    • @sidpheasant7585

      June 29, 2024 at 3:15 pm

      It took me plenty of time to pick up translation skills for language in a host of different genres.
      I did OK with it, but it meant hard slog, and making best use of my intelligence, and many other skills.
      It was not what I trained for, so I had to adapt even as I started from scratch.
      I did it.
      I am – apparently – an early victim of machine learning as assignments have already faded away, without it even being clear if what texts result are adequate or not.
      To the best of my knowledge we DO NOT know this, yet the content of what is written is NOT capable of being dismissed so easily, with being impossible to suggest that it does not matter at all if things are misrepresented in the plethora of texts out there.
      There is already a HUGE elephant in this room.
      As somebody Born Again on 28-2-21, I came to realise more strongly than before how translation was and is a gift of the Holy Spirit.
      The New Testament makes that rather directly clear.
      If I have that gift and yet no sphere in which to use it; then in essence something evil has already happened…
      Think on…

  58. @tylermoeller7540

    June 29, 2024 at 4:30 am

    I don’t know if I’m ok connecting my brain to the cloud like he said though. I don’t even trust neurolink.

  59. @K-ofe

    June 29, 2024 at 4:32 am

    Crazy to be alive rn.

  60. @Yes-bk9cl

    June 29, 2024 at 4:38 am

    AI nerds do not understand psychology and it’s terminology,, which causes them to speak rubbish.

    • @sidpheasant7585

      June 29, 2024 at 3:08 pm

      If Ray is typical, they would seem underinformed about markets, the military industrial complex, human nature, the biosphere, theology, sociology, psychiatry, ordinary people, and a HOST of other topics….

  61. @antigravityworkshop1436

    June 29, 2024 at 7:28 am

    Who lost Ray’s luggage? Brand new shirt as indicated by packaging tape near ray’s left shoulder. One of my heroes! Such a creative thinker – I’m quite sure his musical studies helped with that.

    • @sidpheasant7585

      June 29, 2024 at 3:06 pm

      Most managers are FORCED to combine creative thinking with risk management.
      Not our Ray, obviously…
      May God help us all.

  62. @Frrolon

    June 29, 2024 at 10:02 am

    Let’s all make it together!

  63. @paulmilligan3007

    June 29, 2024 at 10:59 am

    Jensen Huang does a far better job of making the future sound exciting.

  64. @Adrian-wh3mk

    June 29, 2024 at 11:00 am

    No disrespect, but the phone granted some of us intelligence and some of us more ignorance and stupidity. There’s always the focus on the positive and very little consideration towards the detrimental effects of technological advances, particularly in the digital realm.

  65. @caesar1432323

    June 29, 2024 at 11:36 am

    I strongly dislike him.

    • @sidpheasant7585

      June 29, 2024 at 3:05 pm

      His lack of true insight (or divine discernment) in respect of what he refers to both casually and confidently is staggering…

  66. @neo31415

    June 29, 2024 at 11:44 am

    I have watched a lot of videos of Ray. No disrespect to him, but he is talking more about ‘MY predictions…’, than about AI itself. When he is discussing some topic, it seems that he is just promoting himself. I think we all agree, a prediction is useless. Action is everything.

  67. @eliranmesika2923

    June 29, 2024 at 11:55 am

    We must protect Ray. He’s 76 right now, it be so amazing to see him in the year 2060 in good health

  68. @karmashah2060

    June 29, 2024 at 1:37 pm

    I learned mankind has limitations where we come from life after death we don’t even know human body why we get old we die lot to learn future humanity knowledge of physics peace America

  69. @erikolsen6269

    June 29, 2024 at 4:01 pm

    Regulate AI

  70. @DanielBro42

    June 29, 2024 at 4:05 pm

    2:26
    Chimps left the chat

  71. @sidpheasant7585

    June 29, 2024 at 4:18 pm

    Raymond Kurzweil as a name means “the protective hand for a short while”.
    Could scarcely be more apposite than that, could it?

  72. @HuyTruong-bd4hb

    June 29, 2024 at 5:44 pm

    I personally don’t think opposable thumbs to be among the main bio-factors that attribute to human’s intelligence. Many researchers say that it is the brain’s proportion to the body mass. If you have lots of body cells, your brain needs to have the proportional capacity to control them. If you have excess brain capacity, those extra neurons can then be used for complex thinking

  73. @jaguarJS

    June 29, 2024 at 7:00 pm

    He and Adam Sandler use the same fashion stylist.

  74. @L-AstrologyEngineer

    June 29, 2024 at 7:27 pm

    great talk

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