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
zhlédnutí: 207 226

Video

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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 ...
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How AI Learns Concepts
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How Recommender Systems Work (Netflix/Amazon)
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How AI Learns (Backpropagation 101)
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Secret Sharing Explained Visually
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From Bacteria to Humans (Evolution of Learning)
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Intro to Artificial Intelligence (Neural Networks)
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TEASER: Episode 5 (Artificial Intelligence/Deep Learning)
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How internet communication works: Network Coding
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P = NP Explained Visually (Big O Notation & Complexity Theory)
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Turing machines explained visually
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Komentáře

  • @JackSalzman
    @JackSalzman Před 15 hodinami

    𝚝𝚑𝚒𝚜 𝚒𝚜 𝚊 𝚛𝚎𝚊𝚕𝚕𝚢 𝚌𝚘𝚘𝚕 𝚟𝚒𝚍𝚎𝚘!

  • @domthefounder
    @domthefounder Před dnem

    The Information AKA data was first

  • @MsOFFelia
    @MsOFFelia Před dnem

    Но первые организмы - одноклеточные, с них стоит начинать

  • @MaksGerasim
    @MaksGerasim Před 2 dny

    I have a feeling your channel will explode as we enter this new era of adaptation.

    • @ArtOfTheProblem
      @ArtOfTheProblem Před dnem

      thanks :) going to try and keep more content out in this area, working on big RL video

  • @Rocknrolldaddy81-xy8ur

    It is certainly doing part of what we do…but it’s inferring context without emotion. But appears to require integration of other input, and certainly and emotion layer.

    • @ArtOfTheProblem
      @ArtOfTheProblem Před 2 dny

      how do you think about emotions and how they can be modeled?

  • @Rocknrolldaddy81-xy8ur

    Because sentiment is part of the topological landscape, it’s a feature…many viewpoints of the same data. Same data different lenses

  • @Rocknrolldaddy81-xy8ur

    I don’t think it beats the Turing test. I can easily spot Chat GPT from a human, in a blind test, text only.

  • @harryb.234
    @harryb.234 Před 2 dny

    Really cool. Haven't seen a better explanation

  • @AmyFerguson
    @AmyFerguson Před 2 dny

    Single celled organisms like Lacrymaria olor move toward food. Slime molds figure out complex mazes. You don’t need a brain for these things.

  • @mremtb7689
    @mremtb7689 Před 2 dny

    Why why why do all these channels have to put annoying music in the background. Its so annoying and I cant watch it.

  • @mikeg3810
    @mikeg3810 Před 2 dny

    Perhaps AI helped make this video.

    • @ArtOfTheProblem
      @ArtOfTheProblem Před 2 dny

      this was made in the good old days, check the date :)

  • @chrisklugh
    @chrisklugh Před 3 dny

    This is really well done. Makes you wonder about consciousness and how it grew from dirt. Makes me wonder what is the next big step in that might be. Could the human brain even conceive it any differently then any lesser creature could conceive what we perceive. Are we just a stepping stone to something we can't imagine, a foot note in history to the creation of what we could probably only describe as being a God? How small we really are. We could be closer to a single cell organism then where this future will end up being.

  • @josiaphus
    @josiaphus Před 3 dny

    excellent try

  • @vograd
    @vograd Před 3 dny

    And I thought he made that machine to crack enigma...

  • @J-11369
    @J-11369 Před 3 dny

    We are related but they are not our ancestors, that is not really what that word means, they are a relative but not a great grandparent or a direct forefather, that's too far down the evolutionary path that we aren't even related to those forms of life anymore, we are closer to the apes and mice than we are to the insects and cells.

  • @Talonkratt
    @Talonkratt Před 3 dny

    There has never been any scientific evidence to support evolution, even Darwin disproved the theory in his own book, clearly brainwashed mainstream lemmings don't understand indoctrination. In point of fact evolution is a psyop.

    • @webebeb
      @webebeb Před 3 dny

      Ok, so why don't you tell us what really happened, who is hiding the truth, and why?

    • @hasaniqbal233
      @hasaniqbal233 Před 13 hodinami

      lol

  • @user-awrssadk
    @user-awrssadk Před 4 dny

    هل يمكن أن تضيف اللغة العربية إلى الترجمة ضمن الفيديو. وشكرا

  • @MCart1215
    @MCart1215 Před 4 dny

    Awesome. I love this. I love language.

  • @seto_kaiba_
    @seto_kaiba_ Před 4 dny

    “Something dinosaurs didn’t have” How in the world did you come to that conclusion? I think you are operating on the same old school bias towards mammals when it comes to intelligence? We already know that dinos were among the most intelligent animals at the time and modern dinos (birds) are on par with modern mammals (with the exception of humans and dolphins).

  • @prasadgampa1533
    @prasadgampa1533 Před 4 dny

    How to ruin a great video?? Just put some shitty bgm!! This guy nailed it

  • @Glibglabglob
    @Glibglabglob Před 4 dny

    Interesting video. What are competing theories to the ones that you’ve presented here and what are the strengths and weaknesses of those?

  • @lin_leaf
    @lin_leaf Před 4 dny

    how tf u get a jane street sponsor. actually cool af u got that

  • @Johannes00
    @Johannes00 Před 4 dny

    Here's the Python code for the example in the video if anyone wants. class LZ78EncoderDecoder: def __init__(self): self.dictionary = {} self.reverse_dictionary = [] def encode(self, text): self.dictionary = {} self.reverse_dictionary = [] encoded = [] index = 1 i = 0 while i < len(text): current_str = text[i] while i + 1 < len(text) and current_str in self.dictionary: i += 1 current_str += text[i] if current_str in self.dictionary: # Longest match found at the end of text encoded.append((self.dictionary[current_str], "")) break else: if len(current_str) == 1: encoded.append((0, current_str)) else: encoded.append((self.dictionary[current_str[:-1]], current_str[-1])) self.dictionary[current_str] = index self.reverse_dictionary.append(current_str) index += 1 i += 1 return encoded def decode(self, encoded): self.reverse_dictionary = [""] decoded_text = "" for idx, char in encoded: if idx == 0: new_entry = char else: new_entry = self.reverse_dictionary[idx] + char self.reverse_dictionary.append(new_entry) decoded_text += new_entry return decoded_text # Example usage text = "AABABBABBAABA" lz = LZ78EncoderDecoder() # Encode the text encoded_text = lz.encode(text) print("Encoded:", encoded_text) # Decode the encoded text decoded_text = lz.decode(encoded_text) print("Decoded:", decoded_text)

  • @halluminium
    @halluminium Před 4 dny

    10/10 video. Super easy to follow and wonderfully crafted.

  • @Donzw
    @Donzw Před 4 dny

    Great video, feel like the sponsor is a bit of a mismatch though

  • @ravipattanaik1734
    @ravipattanaik1734 Před 4 dny

    And all this is mostly for ONE language: English

  • @thecanadiankiwibirb4512

    🗣️😯🤯

  • @EdinoRemerido
    @EdinoRemerido Před 5 dny

    Clickbait, this video wasnt 600 million years long

  • @theinfjgoyim5508
    @theinfjgoyim5508 Před 5 dny

    Things do not evolve that is pseudo science for the slave brains. You don't have to believe in any religion either. Evolution is generally believed by those who do not think but accept what they are told. It is a very room temperature IQ theory. You have to be a complete NPC to swallow that one. In fact I would say anyone believes in evolution probably will believe anything you put on a TV.

    • @webebeb
      @webebeb Před 3 dny

      Mhm, so what do you believe in? Which theory seems most believable to you?

  • @dutonic
    @dutonic Před 5 dny

    Wow! Great video!

  • @wzsmart2890
    @wzsmart2890 Před 5 dny

    This channels creator is so artful in their presentation of such a complex topic. Definitely underrated. Such is the price of avoiding garbage algorithmic gaming such as clickbait. You earned my subscription. Keep making great content 🙏

  • @tristananleu4677
    @tristananleu4677 Před 5 dny

    Imagine each sense is a seperate entity, some see light others hear sound, they exist together and must communicate to form a map of reality to navigate through, the mind takes every sense and memory to navigate the moment in real time. Thus we are not one soul but infinite souls all sensing and communicating, thus creating a mind and brain

  • @anren7445
    @anren7445 Před 5 dny

    i thought this video had 1M views atleast and released only recently, turns out it's been released in 2019 with low views... This is a high quality video! it deserves more attention!

  • @MrCartoondude90
    @MrCartoondude90 Před 6 dny

    Phenomenal

  • @endingalaporte
    @endingalaporte Před 6 dny

    Pure gold

  • @vishalsharma4610
    @vishalsharma4610 Před 6 dny

    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 Před 6 dny

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

  • @Cyberspine
    @Cyberspine Před 7 dny

    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 Před 7 dny

    title was clickbait, this video is 15 minutes

  • @cookiemuffin3208
    @cookiemuffin3208 Před 7 dny

    Do you have any sources document?

    • @ArtOfTheProblem
      @ArtOfTheProblem Před 6 dny

      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 Před 7 dny

    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 Před 7 dny

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

  • @BunDinYo
    @BunDinYo Před 7 dny

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

    • @ArtOfTheProblem
      @ArtOfTheProblem Před 7 dny

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

  • @CUtz143
    @CUtz143 Před 7 dny

    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 Před 7 dny

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

  • @jonnscott4858
    @jonnscott4858 Před 7 dny

    & missed the States by That much.

  • @crystalclear2315
    @crystalclear2315 Před 7 dny

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

    • @ArtOfTheProblem
      @ArtOfTheProblem Před 7 dny

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

  • @abhinavanand1529
    @abhinavanand1529 Před 7 dny

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

    • @ArtOfTheProblem
      @ArtOfTheProblem Před 7 dny

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

  • @ryushogun9890
    @ryushogun9890 Před 7 dny

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