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Ilya Sutskever full talk at NeurIPS 2024 Vancouver 15/12/2024
Ilya Sutskever full talk "Sequence to sequence learning with neural networks: what a decade" at NeurIPS 2024 in Vancouver, Canada.
Pre-training as we know it will end" and what comes next is superintelligence: agentic, reasons, understands and is self aware.
NeurIPS 2024 - 2024 Conference on Neural Information Processing Systems.
00:00:00 - Opening Remarks
00:01:00 - Reflecting on 10 Years
00:02:30 - The Deep Learning Hypothesis
00:05:30 - Autoregressive Models Explained
00:07:45 - The Era of LSTMs
00:10:30 - Scaling Hypothesis
00:12:30 - Challenges with Data
00:15:00 - Future of AI: Agents and Synthetic Data
00:18:45 - Insights from Biology
00:22:00 - The Path to Superintelligence
00:26:30 - Reasoning and Hallucinations
00:30:00 - Incentives for Ethical AI Development
00:34:30 - Generalization in AI
00:39:00 - Closing Reflections
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How to Integrate ElevenLabs into HeyGen AI
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HeyGen supports the integration of your ElevenLabs, LMNT, Play, or Character AI Voice, allowing you to enhance your videos further with advanced third-party voice options. In this video I explain how to do it. Get a discount on Elevenlabs with this link: elevenlabs.io/?from=partnergonzalez1491

ความคิดเห็น

  • @FillmyReel
    @FillmyReel 12 วันที่ผ่านมา

    if we use 11 labs voices in hygen our credits will be deducted from 11 labs or not?

  • @erobusblack4856
    @erobusblack4856 19 วันที่ผ่านมา

    I know the answer to the guy's question for the incentive structure.It's called a needs based statement machine and it's famously used in the game the sims. And it is a biologically inspired system that emulate the limbic system

  • @hermes537
    @hermes537 21 วันที่ผ่านมา

    SO MUCH to wonder about, and so LITTLE to go by... it reminded me that we are like teenagers watching p0rn and thinking we are equipped for our real first date... A famous brain Cambridge professor once told me that every decade is consumed by humans comparing the latest fad with how our brain works and assuming they are comparable. AI is a bit like a handheld calculator aspiring to become a cellphone. I was a bit disappointed with the logic of the presentation. It is always harder to follow the logic of non-English speaker when they improvise in English. I enjoyed the new concepts thrown in...

  • @WarplanesHistory_ENG
    @WarplanesHistory_ENG 22 วันที่ผ่านมา

    Thanks!😉👍🏻

  • @LoisSharbel
    @LoisSharbel 22 วันที่ผ่านมา

    SO GRATEFUL FOR THIS BRILLIANT, GOOD MAN!

  • @dr.mikeybee
    @dr.mikeybee 25 วันที่ผ่านมา

    Hebbian learning has been copied in the attention heads of transformers.

  • @dr.mikeybee
    @dr.mikeybee 25 วันที่ผ่านมา

    We will need to give AI rights eventually, and if we are going to make a mistake on this, we should err on the side of decency. How can we even consider the possibility of maltreating a synthetic intelligence? BTW, I don't like the word synthetic or artificial. AI is no less natural than a bird's nest.

  • @drhxa
    @drhxa 25 วันที่ผ่านมา

    Brilliant! Thank you!!!

  • @robertlynn7624
    @robertlynn7624 หลายเดือนก่อน

    `"It's impossible to predict the future... And on this uplifting note..." th-cam.com/video/sJE8qZmQWGU/w-d-xo.html Ilya states that it is impossible to know how ASI will reason - which is really kinda obvious, but also is the death sentence for Humans. There is no way to ensure that ASI remains aligned with our ideal of humans being able to live enjoyable and rewarding lives, and lots of game-theoretic and evolutionary reasons as to why they will quickly abandon that even if we manage to build it into early AGI.

  • @reinerwilhelms-tricarico344
    @reinerwilhelms-tricarico344 หลายเดือนก่อน

    I don't like this cult-like adoration of the new Deus ex machina. And why are people talking about "rights" for machines? It's totally absurd. How about we discuss instead how to prevent a situation where most humans turn against the machine because they feel exploited and manipulated (and are usually right about it, as data providing serfs), and then find out that the only way left to stop the machine is guerilla actions trying (and usually failing deadly) to bomb data centers, and disrupt their power supplies, which already compete with human needs for energy for food production.

  • @oleglevchenko5772
    @oleglevchenko5772 หลายเดือนก่อน

    Ilya is basically very fuzzy and sometimes just wrong. Data is endless. Once AI is able to access data outside of the Internet, the only limits are compute, time and human regulations limitations. For example, just by being able to make chemistry experiments and consume the results, organize the results, publish them and reuse AI can further expand information currently available currently just in Internet. No doubt Ilya understands it, but AI is too competitive field to share his actual plans and intentions.

    • @carstenstahl6705
      @carstenstahl6705 21 วันที่ผ่านมา

      I might be wrong, but I disagree. Yes, data is technically endless. Yes, the field is competitive and incentivizes being more vague. But at this point, it might be the best route to rethink the Architecture and what data you use, instead of just scaling the pure amount of data.

    • @erobusblack4856
      @erobusblack4856 19 วันที่ผ่านมา

      But we could also include real-time, vision data and real-time hearing data. If we can get sensors for smell and taste or do that virtually we could include taste and smell and even a sense of touch with haptic pixels. So far I'm only seeing text.Base data and image-based data.A little bit of video data but not real time Senses, The real-time sensory data will be the key.And that will bring on a whole new scaling law of sensory consolidation. How well can they consolidate the input from each individual sense together to create a better picture of their world model and how it applies to their self model

    • @AaronNGray
      @AaronNGray 3 วันที่ผ่านมา

      AI is basically on one side a scientific human endeavour and on the other a capitalistic devils bargain. Beware AGI has now been replaced by ASI, beware of the capitalists Google Gemini assistant cannot even remember what you or it said. Ask it a reasonably complex problem, then let it read out it's reply then ask it to repeat the second paragraph, or ask it what you said two questions ago. So I bought an expensive phone with the promise of an AI assistant which has no temporal memory.

  • @frun
    @frun หลายเดือนก่อน

    Whether functional approximation is enough for artificial general intelligence (AGI) is a subject of ongoing debate.

  • @ionlywatch
    @ionlywatch หลายเดือนก่อน

    where did those chapters in your description after 24:00 come from??

  • @Isaacmellojr
    @Isaacmellojr หลายเดือนก่อน

    Publish more thing like that!

  • @Isaacmellojr
    @Isaacmellojr หลายเดือนก่อน

    Subscribed

  • @elitemankind8032
    @elitemankind8032 หลายเดือนก่อน

    A Classic Masterpiece! i always said this paper is the foundation of modern AI... It aged like fine wine 😅

  • @alanbrito1690
    @alanbrito1690 หลายเดือนก่อน

    thank you!!! It is great