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Art of the Problem
Art of the Problem
Art of the Problem
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I tell the origin story of modern ideas. Each episode presents an ancient problem and follows its journey from prehistoric through modern times. Helping you fall in love with CS since 2011.

AOP posters artoftheproblem.myspreadshop.ca/

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Or Patreon: www.patreon.com/artoftheproblem

Writer & producer: Brit Cruise
Research: Brit Cruise + Cameron Murray
Music: Cameron Murray + Basil Storey

Why Transformers Are So Powerful
3:03
8 месяцев назад
How AI Learns Concepts
14:22
3 года назад
How AI Learns (Backpropagation 101)
15:45
4 года назад
Secret Sharing Explained Visually
7:57
4 года назад
The Beauty of Lempel-Ziv Compression
11:23
5 лет назад
The Trust Machine: Teaser
1:13
6 лет назад
Turing machines explained visually
8:46
7 лет назад
What is Logic?
8:14
7 лет назад
What is an Algorithm?
6:30
8 лет назад
Episode 3 Teaser
0:51
8 лет назад
Комментарии
@soencoda754
@soencoda754 6 часов назад
Hello, I am struggling with some ideas here. Is the video saying that only mammals have imagination ? And that only apes have a ToM ? I'm really skeptical about this. Once the basic structure of the brain is here, multiple indépendant paths could lead to those abilities in different groups. I'm really not sure that corvids, parots, monitor lizards, cephalopods and even crocodilians have no imagination. I'm also almost convinced that other large brained social animals are able to understand other actions and cognition, learning from it or acting on it. It would make little to no sense for sperm whales, dolmhins and orcas to not do that. Same for elephants. And although it is a bit more controversial, I think we should keep an open mind about non-human communication systems. Recent discoveries in Japanese tits, chimpanzees and sperm whale suggest some ability for syntax for exemple !
@adamcole918
@adamcole918 7 часов назад
@ArtOfTheProblem
@ArtOfTheProblem 3 часа назад
thanks stay tuned for follow up
@vtrandal
@vtrandal 9 часов назад
Excellent!
@ArtOfTheProblem
@ArtOfTheProblem 3 часа назад
thanks stay tuned for follow up
@Omicronthewiperofyouknow...
@Omicronthewiperofyouknow... 14 часов назад
I think this problem can't be solved for a simple reason. You can never get passed modelling the brain. Just look how the problem is formulated. We once had a model to begin with. Then, we found new stuff. We made a different model. But we still use the old model for applications in which it is useful. The old models never got thrown away. Because they still work and still explain a lot of things. Nor could they actually be dismissed, because once you do that, the new models don't make sense any more. It's like a mathematical problem, in which you set certain boundaries for the solution and end up finding the solutions, but the boundaries are violated. Is that a good solution? Obviously not, from a mathematical perspective. But if the solution seems to work... who care? Mathematicians do, but the boundary problem is what it is. A boundary problem, nothing more. And what you end up with is always similar with the halting problem. You have a boundary, you assume everything you need to know to solve the problem relies on what is going on within the boundary, and yet, if everything you need to know to solve the problem is defined within the boundaries, why do you need boundaries? There shouldn't be anything outside of the boundaries if everything you need is inside. So the boundaries should not exist. And if they don't exist, you can't define the conditions at the boundary. And yet, you need those conditions to solve the problem inside the boundary. See my point?
@user-mm9jy8mz1g
@user-mm9jy8mz1g День назад
artists lmfao
@hi-jt2qg
@hi-jt2qg День назад
2 mins in and what is it with this guy and the constant c elegans graphics
@HesiHusn
@HesiHusn День назад
May Allah damn your creatıon May revenge from you you destroy my life
@johnphantom
@johnphantom День назад
You can't have a video about the origin of the computer without Boole.
@ArtOfTheProblem
@ArtOfTheProblem День назад
i get to boole
@LuisDanielSotoMaldonado
@LuisDanielSotoMaldonado 2 дня назад
Well done!😊
@ArtOfTheProblem
@ArtOfTheProblem День назад
thanks! working on a follow up to this so stay tuned
@DaveBessell
@DaveBessell 2 дня назад
Thanks for this its very helpful.
@ArtOfTheProblem
@ArtOfTheProblem День назад
appreciate the feedback, currently working on a follow up to this so stay tuned
@Spookspek
@Spookspek 2 дня назад
predator smell == mate smell
@RoyalPomegranate
@RoyalPomegranate 2 дня назад
Prime number patterns are the most determinate yet chaotic things at the same time
@bscpladet3233
@bscpladet3233 3 дня назад
what msuic did you use for the background with the piano, its really nice
@noivongxoang235
@noivongxoang235 3 дня назад
No, right now AI is not learning, it's setting to guess. I got it wrong all the time and I didn't learn until they trained the program again.
@Dakodi_
@Dakodi_ 3 дня назад
I asked GPT-o “once sentience is achieved, will there be a guaranteed way to prevent AI takeover and keep human values aligned?” and it basically told me no. If these models can already understand this, imagine when they start to really become advanced. We’re cooked.
@SOME_WORDS
@SOME_WORDS 4 дня назад
It's impossible to listen to because of the constant high-frequency squeaking in the background
@JaapvanderVelde
@JaapvanderVelde 4 дня назад
3blue1brown sent me here, and boy, you did not disappoint. Thanks for this nicely crafted and well-paced short documentary.
@ArtOfTheProblem
@ArtOfTheProblem 4 дня назад
awesome, so glad grant shared that :) working hard on a big follow up to this
@sf1nxen
@sf1nxen 5 дней назад
Brain = body
@hemanthvulchi3599
@hemanthvulchi3599 5 дней назад
This channel is one of the few that where the narrator actually understands AI
@ArtOfTheProblem
@ArtOfTheProblem 4 дня назад
thanks, working really hard on the next video....so much confusion to work through in RL
@Karlswebb
@Karlswebb 5 дней назад
Emergence is so fucking cool
@bozhidarmihaylov
@bozhidarmihaylov 5 дней назад
Our washing machine just proposed to postpone the washing in four hours “due to upcoming poor weather conditions” .. so yeah 😂
@user-il9vr9oe7b
@user-il9vr9oe7b 5 дней назад
It's an uncanny valley of intelligence
@gravity_well5627
@gravity_well5627 5 дней назад
This doesn't explain how we know we developed these changes. These changes all seem irreducibly complex.
@hadiisaboss5307
@hadiisaboss5307 День назад
Well here's a shocker for ya buddy because it is complex. That's science for you
@JackSalzman
@JackSalzman 6 дней назад
𝚝𝚑𝚒𝚜 𝚒𝚜 𝚊 𝚛𝚎𝚊𝚕𝚕𝚢 𝚌𝚘𝚘𝚕 𝚟𝚒𝚍𝚎𝚘!
@domthefounder
@domthefounder 7 дней назад
The Information AKA data was first
@ArtOfTheProblem
@ArtOfTheProblem 6 дней назад
say more please!
@MsOFFelia
@MsOFFelia 7 дней назад
Но первые организмы - одноклеточные, с них стоит начинать
@MaksGerasim
@MaksGerasim 7 дней назад
I have a feeling your channel will explode as we enter this new era of adaptation.
@ArtOfTheProblem
@ArtOfTheProblem 7 дней назад
thanks :) going to try and keep more content out in this area, working on big RL video
@harryb.234
@harryb.234 8 дней назад
Really cool. Haven't seen a better explanation
@AmyFerguson
@AmyFerguson 8 дней назад
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 8 дней назад
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 8 дней назад
Perhaps AI helped make this video.
@ArtOfTheProblem
@ArtOfTheProblem 8 дней назад
this was made in the good old days, check the date :)
@chrisklugh
@chrisklugh 8 дней назад
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 9 дней назад
excellent try
@vograd
@vograd 9 дней назад
And I thought he made that machine to crack enigma...
@J-11369
@J-11369 9 дней назад
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 9 дней назад
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 9 дней назад
Ok, so why don't you tell us what really happened, who is hiding the truth, and why?
@hasaniqbal233
@hasaniqbal233 6 дней назад
lol
@munyvgm
@munyvgm 5 дней назад
jesus christ you are sad
@user-awrssadk
@user-awrssadk 10 дней назад
هل يمكن أن تضيف اللغة العربية إلى الترجمة ضمن الفيديو. وشكرا
@MCart1215
@MCart1215 10 дней назад
Awesome. I love this. I love language.
@seto_kaiba_
@seto_kaiba_ 10 дней назад
“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 10 дней назад
How to ruin a great video?? Just put some shitty bgm!! This guy nailed it
@Glibglabglob
@Glibglabglob 10 дней назад
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 10 дней назад
how tf u get a jane street sponsor. actually cool af u got that
@ArtOfTheProblem
@ArtOfTheProblem 9 дней назад
i just reached out
@Johannes00
@Johannes00 10 дней назад
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 10 дней назад
10/10 video. Super easy to follow and wonderfully crafted.
@ArtOfTheProblem
@ArtOfTheProblem 9 дней назад
thanks! stay tuned for more
@Donzw
@Donzw 10 дней назад
Great video, feel like the sponsor is a bit of a mismatch though
@ravipattanaik1734
@ravipattanaik1734 10 дней назад
And all this is mostly for ONE language: English
@thecanadiankiwibirb4512
@thecanadiankiwibirb4512 10 дней назад
🗣️😯🤯
@EdinoRemerido
@EdinoRemerido 11 дней назад
Clickbait, this video wasnt 600 million years long
@theinfjgoyim5508
@theinfjgoyim5508 11 дней назад
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 9 дней назад
Mhm, so what do you believe in? Which theory seems most believable to you?
@hadiisaboss5307
@hadiisaboss5307 День назад
​@@webebeb theory of him being the centre of the universe clearly