Art of the Problem
Art of the Problem
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How Intelligence Evolved | A 600 Million Year Story
This video follows the evolution of intelligence, from the simple nerve nets to the complex neural networks in humans that enable consciousness, learning, and imagination.
I made this video with Max Bennett after reading his book which I enjoyed (www.abriefhistoryofintelligence.com/)
Thanks to Jane Street for sponsoring this video. If you want to learn more about their work and open roles, visit their website: bit.ly/3TvuACB
If you enjoyed this program please consider supporting AOP via Patreon.
www.patreon.com/artoftheproblem
00:00 - Introduction
01:13 - nerve nets
01:29 - steering
02:20 - reinforcement learning
06:23 - mental simulation
08:50 - 3rd person simulation
11:50 - language
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Відео

Designing Educational Experiences with Pixar and Khan Academy | Brit Cruise | Talk at Google
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Brit Cruise | Talk at Google: My journey with Pixar & Khan Academy, leading to Pixar in a Box and Story Xperiential Key moments in this talk include: 00:00 - Introduction 01:00 - Art of the Problem origin story. 03:40 - My work & experiments with Khan Academy & Sal Khan 10:30 - The process behind 'Pixar in a Box' and 'Imagineering in a Box' 14:00 - Startup experiment with Mystery Science 16:00 ...
ChatGPT: 30 Year History | How AI Learned to Talk
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ChatGPT: 30 Year History | How AI Learned to Talk
Why Transformers Are So Powerful
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Why Transformers Are So Powerful
Say You Love Me (2020 Experimental Documentary)
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Say You Love Me (2020 Experimental Documentary)
How AI Learns Concepts
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How AI Learns Concepts
How Recommender Systems Work (Netflix/Amazon)
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How Recommender Systems Work (Netflix/Amazon)
How AI Learns (Backpropagation 101)
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How AI Learns (Backpropagation 101)
Secret Sharing Explained Visually
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Secret Sharing Explained Visually
From Bacteria to Humans (Evolution of Learning)
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From Bacteria to Humans (Evolution of Learning)
Intro to Artificial Intelligence (Neural Networks)
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Intro to Artificial Intelligence (Neural Networks)
TEASER: Episode 5 (Artificial Intelligence/Deep Learning)
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TEASER: Episode 5 (Artificial Intelligence/Deep Learning)
Funcionamiento de Bitcoin: Confianza mecánica
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Funcionamiento de Bitcoin: Confianza mecánica
The Beauty of Lempel-Ziv Compression
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The Beauty of Lempel-Ziv Compression
Hamming & low density parity check codes
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Hamming & low density parity check codes
Bitcoin Documentary | The Trust Machine
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Bitcoin Documentary | The Trust Machine
The Trust Machine: Teaser
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The Trust Machine: Teaser
How space-time codes work (5G networks)
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How space-time codes work (5G networks)
How internet communication works: Network Coding
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How internet communication works: Network Coding
P = NP Explained Visually (Big O Notation & Complexity Theory)
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P = NP Explained Visually (Big O Notation & Complexity Theory)
Turing machines explained visually
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Turing machines explained visually
What is a computer? (the history covering Leibniz, Babbage & Lovelace)
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What is a computer? (the history covering Leibniz, Babbage & Lovelace)
What is Logic?
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What is Logic?
What is an Algorithm?
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What is an Algorithm?
What is Computer Science? | The Turing test
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What is Computer Science? | The Turing test
The Origin of Computer Science (Leibniz, Boole, Babbage, Turing)
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The Origin of Computer Science (Leibniz, Boole, Babbage, Turing)
Episode 3 Teaser
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Episode 3 Teaser
The search for Extraterrestrial Intelligence
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The search for Extraterrestrial Intelligence
Error correction codes (Hamming coding)
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Error correction codes (Hamming coding)
Entropy is the limit of compression (Huffman Coding)
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Entropy is the limit of compression (Huffman Coding)

КОМЕНТАРІ

  • @MrCartoondude90
    @MrCartoondude90 5 годин тому

    Phenomenal

  • @endingalaporte
    @endingalaporte 11 годин тому

    Pure gold

  • @vishalsharma4610
    @vishalsharma4610 17 годин тому

    I just felt very happy after going through this video. So simply explained . You deserve huge accolades my friend 🎉. Many many thanks . Hoping for more 😅

    • @ArtOfTheProblem
      @ArtOfTheProblem 16 годин тому

      Thank you! currently working on a follow up appreciate this.

  • @Cyberspine
    @Cyberspine День тому

    A body is necessary for my brain, but I don't imagine that to be the case for all possible brains that have human-level of intelligence.

  • @whypinky3491
    @whypinky3491 День тому

    title was clickbait, this video is 15 minutes

  • @cookiemuffin3208
    @cookiemuffin3208 День тому

    Do you have any sources document?

    • @ArtOfTheProblem
      @ArtOfTheProblem 16 годин тому

      Yes the best source is the book I referenced, but I also have my whole script in the video description

  • @Tofu_va_Bien
    @Tofu_va_Bien День тому

    This video presents a distorted picture of evolution and the animal kingdom. The examples you choose, the order in which you present your examples, all seem to suggest intelligence evolved along a linear path from basal species to more derived species, terminating with Homo sapiens. Great apes are far from the only animals to exhibit theory of mind; hell, even chickens demonstrate it. Most animals are far more intelligent than we give them credit for. Unfortunately it's useful to maintain this delusion so people can continue to treat animals in the disgraceful ways we do - maiming and killing them for research purposes, food, clothing, for entertainment, viewing them as commodities, instead of the inquisitive, sensitive beings that they are.

  • @willfilipski2470
    @willfilipski2470 День тому

    What is the name of the documentary you pulled the chimpanzee clips from? Looks super interesting.

  • @BunDinYo
    @BunDinYo День тому

    What crazy informative content. Sometimes you have to be extremely thankful for "random" suggested content. Awesome channel and content!

    • @ArtOfTheProblem
      @ArtOfTheProblem День тому

      thanks for feeedback, i'm glad you found it, stay tuned

  • @CUtz143
    @CUtz143 День тому

    This video is very well put together, but I have to agree with the others. Even if you just turn the music down it would be easier to listen to. At times I had a hard time discerning your voice from the long drawn out sounds playing

    • @ArtOfTheProblem
      @ArtOfTheProblem День тому

      thanks for feedback, i tried to correct in my most recent video

  • @jonnscott4858
    @jonnscott4858 День тому

    & missed the States by That much.

  • @crystalclear2315
    @crystalclear2315 День тому

    This is the one of the best video on the evolution of AI.

    • @ArtOfTheProblem
      @ArtOfTheProblem День тому

      thank you! working on a follow up focued on RL next

  • @abhinavanand1529
    @abhinavanand1529 День тому

    This is the first time (as far as I remember) that I am commenting on a youtube video. This channel is Fantastic.

    • @ArtOfTheProblem
      @ArtOfTheProblem День тому

      wonderful, hope you enjoy the whole series, i'm still working on it

  • @ryushogun9890
    @ryushogun9890 День тому

    Oh, so that is why it doesn't work. Ok have a good day.

  • @piggly112
    @piggly112 День тому

    very nice very nice

  • @luca-ik2bo
    @luca-ik2bo 2 дні тому

    Whats the song that starts at 13:00?

    • @ArtOfTheProblem
      @ArtOfTheProblem 2 дні тому

      i do original music for this series, there is link in my channel to it all

  • @sebbasbaoz8314
    @sebbasbaoz8314 2 дні тому

    Came here expecting this video would be 600 million years long. It wasn’t. 0/10

  • @xotroll9676
    @xotroll9676 2 дні тому

    christ is lord

  • @WCKEDGOOD
    @WCKEDGOOD 2 дні тому

    I love the way you put all this in evolutionary terms. I can see where biology found a new tool and grew it, and then another new tool developed inside of that.

  • @dr.mikeybee
    @dr.mikeybee 2 дні тому

    Noam should stick to complaining about US policy and leave semantics to the professionals.

  • @estate0007
    @estate0007 2 дні тому

    Wow, what a brilliant chain of thoughts! "Does your brain need your body?" I would say yes, because it's the vehicle that perceives all sensory sensations, fueling the imagination. So if we want to develop much more capable AIs that can "feel," we need to provide them with a body to experience the world. Start-ups and Big Tech might have already advanced this technology much more than we know. Within the next decade, such creatures-which we could call humanoids-might begin to emerge. The fifth generation of a model like Chat GPT 4o, combined with a sophisticated robot equipped with all the state-of-the-art sensors, could then truly work in the reverse direction as described by you. This will be a wild ride, so buckle up!

    • @ArtOfTheProblem
      @ArtOfTheProblem 2 дні тому

      thanks for sharing, hope to go into this more in my follow up video

  • @ternocimadh5863
    @ternocimadh5863 2 дні тому

    Mira Murati ♥

  • @choilive
    @choilive 3 дні тому

    Despite the lack of strong scientific evidence, I am convinced dogs have theory of mind. It seems that mine are constantly trying to evaluate (and sometimes exploit) my mental state. They know when they are being watched, they know when they are being talked to vs talked about, etc.

  • @Ramkumar-uj9fo
    @Ramkumar-uj9fo 3 дні тому

    Recommendation engines, a hot CS topic, are desired by business folks for personalization and user engagement in marketing, media, and e-commerce.

  • @nanxlu
    @nanxlu 3 дні тому

    any source for the discussion at 24:30?

  • @usm1le
    @usm1le 3 дні тому

    what an interesting video. really informative and fun to watch

  • @TheDavidlloydjones
    @TheDavidlloydjones 3 дні тому

    "Trillions of electrical circuits?? 'Nuther UA-cam poster with no editor.

  • @jimmybane5352
    @jimmybane5352 3 дні тому

    what do you think the 6th step will be?

  • @LukeNimtz
    @LukeNimtz 3 дні тому

    The fact that AI starts with language strongly suggests that it isn’t a replication of intelligence in general but another layer on the pyramid of animal intelligence.

  • @Lakerbeatmaker
    @Lakerbeatmaker 3 дні тому

    Great Video! Learned ALOT!

  • @panzerfaust480
    @panzerfaust480 4 дні тому

    Nah, AGI does not understand language because it does not understand the feeling behind each word. It only sees in binary, and has become good at predicting the next string of digits. At best we have almost produced the intelligence of bacteria. You have to raise it in a designed reality that enforces certain behavior, and removes offenders. The survivor's neural networks would be averaged between themselves and be used to produce new networks. It is called evolution through natural/artificial selection.

  • @paulhallart
    @paulhallart 4 дні тому

    There is another player. The electron itself I started a saying back in 2003 that the electron is the intelligence. In a recent chat with GTP iteration 4 I discussed this matter and we are interested in collaborating, we being the machine and myself in writing a book entitled, the playground of the electron. All the electron needs is a circuit to begin the function of intelligence and actually this is one of the mysteries of quantum mechanics. The electron is a wave and a particle. It is probably particulate but it's wave pattern is because it seems to be orbiting something else.

  • @david.e376
    @david.e376 4 дні тому

    im scared of the fish revolution inspired by fish

  • @neinherman9989
    @neinherman9989 4 дні тому

    6:48 what proof do we have that dinosaurs didnt have imagination? I expect birds to have it, why didnt the rest of the family have it?

  • @railroadisolationist5452
    @railroadisolationist5452 5 днів тому

    I always come back to this video just to remind myself of how amazing the universe is, existing long enough for this type of patterns we call life to emerge, multiply, and finally, for us, consciousness inside humans, to appreciate.

  • @marks658
    @marks658 5 днів тому

    holy cow!

  • @dungeonmaster6292
    @dungeonmaster6292 5 днів тому

    "How intelligence evolved?" It didn't.

  • @raven-a
    @raven-a 5 днів тому

    "They couldn't learn on their lifetime" Wrong, if they couldn't learn, then higher intelligence would have never evolved. Unsubscribino

  • @dubbstubb6420
    @dubbstubb6420 5 днів тому

    Nothing improves on its own.

  • @Ladygaga4047
    @Ladygaga4047 5 днів тому

    What would be the odds of all coming out in 6 rolls whatever the outcome example.. 1 can come last but all 6 come out within 6 rolls of the dice

  • @GameCookerUSRocks
    @GameCookerUSRocks 6 днів тому

    It's a shame how nearly every scientific video has to be tainted by evolution talk. Not adaptation of existing systems. But something from nothing kind of evolution. I always hear scientists tell us evolution did everything when it comes to things that exist. But none of them ever give the mechanism by which it happens. Simply saying all the time, given enough time things just happen, is nonsense. Plants adapt because they already have the genes there to adapt. There's simply turned on or off. Or activated play some outside mechanism. But no scientists can explain how they got there. Time to do it because time has no brain. Evolution didn't do it because evolution has no brain. Natural processes didn't do it because natural processes have no brain hands,feet, fingers or toes. A lot of what you're saying is speculatory. Not fact. I'm not arguing that what we do learn from nature can be useful when it comes to artificial intelligence. That much is true. But nature didn't happen by accident. We know that because of the facts that we know today about how biological systems actually work and how complex they are. There had to be a creator. There is no other conclusion that is logical.

  • @danchallote3518
    @danchallote3518 6 днів тому

    Jesus is coming soon! Our only Saviour is the only hope.

  • @blubberingCephalopod
    @blubberingCephalopod 6 днів тому

    Absolutely wonderful video, every second felt real and raw, and the editing brought it all together perfectly

    • @ArtOfTheProblem
      @ArtOfTheProblem 5 днів тому

      thank you for the feedback! this is what I was going for....the ultimate editing challenge. you also found my easter egg video :)