The video is great and informative, but I don't think the title fits the content

Thanks any ideas on new title ?

How feasible would it be for an individual to start doing AI research? I've got some experiments I'd love to perform but they involve messing with the training process, not something I can do with an already trained model like Stablediffusion or ChatGPT.

I think you can go a long way training on tiny models though, which is why I like what george hotz is up to@@ASpaceOstrich

super interesting question. I'm going to dive into games more in next video@@arc8dia

😂😂

I’m disappointed this isn’t the top comment lol

​@@GenaZen-gg6snit is

❤❤❤best

Why are you gay

thank you so so much it means a lot

I was going to write same as ur comment, so now i dont need to

I do remember my idea for this channel was to help create an independent realization type feeling@@viking3073

you accomplished that perfectly. really well done video​@@ArtOfTheProblem

​@@ArtOfTheProblemThis is exactly what you are able to do: present material in such a way that you "disappear". The audience feels they have discovered & learned independently rather than having been taught. This is likely because you focus on presenting experimental research results in an accessible way.

So true

Hey I have a new video out: kzfaq.info/get/bejne/a6uThJR6yKuxdoU.html would love if you could help me share it

@@ArtOfTheProblem Is this reply meant for me or someone else? Either way loved the video!

Yes, language has barriers and back then it had even more barriers. Actually, each language today has its own advantages and disadvantages over other languages. Theoretically, we could overcome this by projecting our thoughts in our internal representation directly into other minds, but I think this will be practically impossible as I have the impression that everyone has its individual brain-wiring for internal minds.

How are 'imitation' and 'substitute' not the same thing in this context? Is imitation crab meat not a substitute for crab meat? Is a substitute teacher not imitating your teacher? wtf guys? I hate this part of youtube.

If your body wants sugar, it needs a brain. Otherwise, it wouldn't know what sugar is. Also, sugar is just carbs, one of the 4 things almost every living creature needs to consume to survive. So, i don't think this line means much of anything because it's a self defeating argument.

​@PePethePedalPusher brain need energy and body is a way to obtain said energy. So as long as there is no other way to obtain energy brain needs body.

​@@samuelrabens3702his point is there is no one without the other

​@@samuelrabens3702 Body as whole? Do we( brain) need whole body ? Think of it many surgeries cut parts of organs and people survive... So I don't think brain needs body as a whole ... Just some parts which are super necessary and don't have any alternatives as of now .

May be you're a brain in a vat.

thanks mom!

Is she really ur mom?

​@@jortor2932looks like it, judging from other videos

Nah, once you reach a certain level of atrophied brain and Alzheimers it can be pretty hard to learn

@@pro-socialsociopath769 you must be real fun at parties eh

These are beautiful words, I really do respect this. I do labour over words and sometimes I wonder why

@@ArtOfTheProblem maybe provides validation of your healthy social acts and gives the primate brain a feeling rising in the social ladder thus improving procreation chances

:)) all roads lead to Rome@@PluetoeInc.

What about for the sake of communicating meaning more profoundly, that we might share an understanding together, and have better cooperation as a result, motivated by a common narrative? You can't fuck everyone who agrees with ypu after all ​@@PluetoeInc.

yes thanks for sharing this.

Yeah if you remove a subsystem, the whole system will be altered and the properties that subsystem provided will not be present.

Don’t play Rubiks Cube with my brain! Cut here, chop there, wtf! 😁

Thanks so much Scott I love feedback like this from people in the field - please share this with your network as I’m having trouble getting the also to notice the content :)

You should watch more videos from this channel.

appreciate the feedback. It hasn't hit any suggested feeds yet but would be awesome.

Popped up in mine luckily I think, at least I found it, left a like and this comment here for the algorithm 🫡👍

@@ArtOfTheProblemit did for me. The last thing you said about LLMs: No, an LLM can Imitate a behaviour, bcs it „read“ about it, but not come up with one. I am running simulations of creatures, where i try to model the world well enough for them to have the capability to evolve low lvl consciousness.

@@ArtOfTheProblemjust hit mine! hopefully it’ll gain even more traction soon

are you that fish?

As a not fish, can confirm that human bad As a not human, can confirm that fish also bad

I learned to hate everyone so I'm far superior to that fish

Donald Trout

"Hydrates" people ✨

Appreciate the feedback

:)))

Yes and it's located on Patreon 😁

@@electronicwoe *GREAT* big brain answer.

woo! was going out on a limb there

Thank you so much I really appreciate this!

next up: how AI learned to Feel

He said Brain :)

Indeed 💯🔥😲

Do clouds compute? Do oceans think?

Yes. Culture, the world-mind we are but cells in, is evolutionary nitrous. We are driven by evolutionary forces to change our models of the world and our behavior towards it and our brains allow that to happen at an astonishing rate. Culture is the being and we are the neurons, evolving our signaling responses to meet new challenges. And as communications speeds keep rising, that only happens faster and faster. This idea gets cool when you start investigating what would be the analogous forces in culture, to the dopaminergic effects in the brain, or what new effects happen now that we're offloading a lot of the signal processing work to our silicon tools.

No. We clearly are the apex of ll possible aspects of reality. Geesh.

If there is, we can no better recognize and leverage it, than a flatworm could written language. So for us, it may as well not exist at all.

wonderful! thrilled to have you as a sub. I work really hard to try and weave things together. the next video will be EPIC

so happy you found me, and thanks for the kind words. Would love to know what stands out as i've been at this for a while. let me know what you'd like to see more of in the future. and please help share my channel

😍this means a lot

thrilled to hear this,

awesome! subscribe as I have more on the way, more meat, more bones

@@ArtOfTheProblem I did :)

that's SO cool to hear from someone watching that long. I remember thinking "i wonder if I could do this for 10 years"....

stay tuned for more thanks

appreciate this, one day maybe :) i just need to put out content more than once every 7 months

THANK YOU SON, CUT STUDIO IS AWESOME you should subscribe

thank you! please stay tuned for more

Thrilled to hear this, thanks for sharing. I'll let Max know :) I agree, I've been thinking a lot about emotions as learning signals

thank you for sharing, had some momentum pick up on it in the last few hours.

thanks! stay tuned for more

meta!

thanks! would love to know what you'd l ike to see more of next

@@ArtOfTheProblem Anything related to the research coming out about how the brain simulates the world and possible overlaps with discoveries about the workings of artificial neural networks would be great. But I think it's good for you to follow what interests you the most too.

Much appreciated!

thanks please help me share it!

Already on it :)

thanks frankie! please stay tuned for more, glad you discoverd the channel

appreciate the feedback thanks

Thanks , please consider supporting via patreon currently I can only fit this in spare time so it’s a slow burn :(

@@ArtOfTheProblem Yeah, I definitely will when I graduate and get a job 😅...

Appreciate this! Very hard balance to strike. In my next video I may do a deep technical dive into RL and try to keep it a simple as possible

@@ArtOfTheProblem I would like very deep dive, what I mean is that even that this wasn't super technical it give great view at what you presented. Great organization and smooth transitions from one part to the other.

Thank you for saying this. these videos are a ton of work and it's so nice to hear from people who enjoy it

this means a lot, please helpe me share it as I see my channel gaining momentum now

Glad to hear it, welcome to the family

Why h-sapiens don't learn to control populations in region that are less hospitable?

Hi there! Jesus Christ loves you. He is the only way to heaven. He also says "Come to Me, all you who labor and are heavily burdened, and I will give you rest." May God bless you! :)

@Jesus_christ_loves_you_alot Hi there. This channel is for people with the ability to think critically, so you might have a hard time snagging members for your cult here. Try posting on some flat-earth videos. Those folks might have the kind of brains that will be more receptive to your message

Thanks astro, stay tuned for more and let me know what you'd like to see more of

THRILLED to hear this. Really appreciate comments like this. please keep in touch the next video I think will be even better but may take another 2-3 months

thank you I appreciate this

I like this perspective

Thank you very much!

thank you! I just had an uptick in view rate a few hours ago so this is definitely not hurting. I'm glad this was relevant to you. I think you'll love the next one

Awesome look forward to your feedback, might take me a little while

Wow that a comment, thank you! would love to know what this video made you feel?

thank you! I started this channel out of that very pain...and lukcily I reach many more than I could in a classroom

YaY

Because there is (or should be) a difference between bloviating like you are an expert on topics about which you are poorly informed (for public consumption) and really have a deep appreciation of the multitude of issues. You probably will "never understand".

appreciate the connection

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

thanks! I loved that one too....

To add to why I think I enjoyed this so much, much like your information theory videos, I really enjoyed the history you covered and the chronology of ideas unfolding over time. I think that is a strong motif and one that captures at least my attention and likely others. You also do a great job of starting simply and building on that simplicity so as your story arch is revealed, your audience is right there with you. They see the inclemently built concepts and the complexities don't overwhelm. Very nice!

thank you! I obsess over words which is why these take so long

appreciate this Graham. So happy people are finding this channel lately

So glad , spent a while getting that right , stay tuned !

appreciate the feedback! stay tuned

And human consciousness, which mastering biology may help with

I mean, accomplishing more with less doesn't change the comparison. If you consider it like computing power, three neurons able to do 100 things each isn't going to beat 500 neurons able to do 1 thing each. The neurons aren't the same, but the comparison still works. EDIT: And with regards to social groups. Lions live in prides, which are not the equivalent of tribes. A tribe is not a small social group. In their natural state, humans generally live in roughly ten person bands. These bands will meet up regularly with other bands to form roughly 100 person mobs. And these mobs will meet up infrequently in groups that can get as large as 1600+ individuals. That's a tribe. A human doesn't hunt with their tribe. They don't even really live with their tribe. Its too many people in one place for that era. But you are still part of your tribe. You likely share a language and culture. I don't think this is unique to humans, but I think its important to realise that a tribe is not a small group of people. A human may very well never have met most of their tribe. A tribe is more akin to a nation than a hunting pack. Lions don't have tribes, but individual lion prides do have specific cultures and learned knowledge. Most lions don't hunt water buffalo for example, but there are specific prides that have a culture of hunting those buffalo, and they are the only ones who are any good at it, because of passed on generational knowledge. I don't know enough about non primate animals to say if there are any others that have tribes. The closest equivalent I can think of is when migratory birds all gather in one location for reproduction. But they don't really have social bonds with those larger groups. Its a matter of scale, but also of form. The ability to share a language, cultural experiences, and even have a sense of loyalty to up to 1600 people, most of which you have never met, is something most other animals don't have. We're not the only animals with bands or mobs, but I don't recall any non primates that have tribes. Though it wouldn't surprise me if some whales and birds do have them. Hive insects don't really count, as the hive itself is more like an individual that any given insect within it.

@@KittyBoom360 I didn't say connections, I said "things they can do" They might only have a handful of connections each, but they can do far more complex things. And my point with tribes is that non primate animals *don't* live in tribes. They live in far smaller, far less socially complex groups. An individual tiger may or may not be less intelligent than a lion in a pride, but an individual tiger is absolutely less intelligent than a human being. A human who lives off grid might be just as intelligent as a human in society. But a human-like creature not intellectually capable of handling social structures would be far far less intelligent than a normal human. Our capacity for massive social groups is fairly unusual from what I can tell. And does make us more intelligent.

@@ASpaceOstrich I dunno, I don't get the sense that you're intelligent. Your arguments kinda fall flat, to be honest. So, if anything, you're just helping me make my point. The ability to type on a keyboard is not a sign of superior intelligence.

yes! i love to give chills, that's the whole point :))))

wow you are an OG! my friend makes the music you can find it all here cameronmichaelmurray.bandcamp.com/

@@ArtOfTheProblem Thank you!

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

A bit fast I know

@@ArtOfTheProblem I was looking through your videos and they have views because the way you make it interesting even though the concepts aren’t that fun to most people.

From the way i see it, there's only 2 possibilities. 1) Something or someone started all of this, maybe God or other extremely advanced civilizations *OR* 2) This is just what happens when you literally let nature run its course, with the right environments, circumstances and with enough time, anything can happen.

After all this some people really believe a magic man made us exactly as we are from clay.

They donT belive, they know

​@almoslabant1554 no they don't

We cannot hope to understand where we came from, why there is something rather than nothing. Anyone who claims anything about the true nature of reality is a liar.

appreciate the feedback, stay tuned!

welcome to the family!

it's a great question. Hive mind can do many things...what I haven't seen is the emergence of these higher level language or simulation abilities

welcome to the family, thanks for sharing. stay tuned

thrilled, thanks for the feedback

Yeah that seemed to come out of nowhere to me too

it was my original idea for how to title the video@@berryblast3930

Agree. That conclusion made no sense whatsoever.

I have an idea: we need to give AI a neocortex and granular neocortex

appreciate the feedback stay tuned

thanks, stay tuned!

couldn't ask for more!

thanks stay tuned!

thank you so much for sharing :)

thanks stay tuned!

Thank you so much Andre

Glad it was helpful!

thanks this show was one of my inspirations!

So this may well be a 2+ billion year story. On a separate note, this kind of progression of more and more advanced methods of thought makes me wonder what the next level could be. Are minds capable of even more? Could anything artificially or even naturally evolve to reach this state? Would we even be able to imagine it? How deep does the rabbit hole go? Now I’m imagining mental parallel processing…

yes I did a video on bacterium finding food. But the key there is they don't actually have the ability to measure valence (which is the root of what becomes a reward signal). I agree through there is so much to discover...

thanks stay tuned for more

Welcome to the family :) What made you think it was clickbait? I'm trying to make sure I have a good thumbnail/title - happy new people are finding the channel

@@ArtOfTheProblem abstract. I am not neurotypical. So the logic will not translate in this case. But the fact I have been a science buff on KZfaq for nearly since day one and this was the first show my gut went AI generated content/name/title before my brain caught up and said wait this is worth at least verifying. Hence this being a failure in part on their faulty algorithm on making the connection long ago.