DeepMind's GNoME Creates Materials | Schmidhuber Claims Q* | TLDRAW is out of this world!
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- Опубликовано: 17 окт 2024
- DeepMind GNoME new materials discovered.
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When I was a child in the late eighties, having learned that a friend's mom had a computer at home for work, we decided to it was a great opportunity to create our own video game. So we drew a couple of levels on paper with some notes, and confidently asked the mother if she could please use her computer to "make it real". She had to explain to us it didn't work that way, then I learned about programming and always felt a little embarrassed having been so naive. I feel somehow vindicated, about 35 years later, that I wasn't foolish to imagine a computer should be able to do that, it's just that they weren't quite there yet. And it blows my mind to think that in a couple of years my son might make a similar request and I could say yeah sure, we have 10 minutes, let's make your game.
well, computers using ai will soon be able to do that
late '80 :)), I was bit older then, and remember as a friend got bare C64 (no recorder to load and save programs) and once I spent hours to code pong game in C64 basic, just to play a while and than pull the plug XD.
@@niksatanduh?
Is this a good thing though? Just look what "progress" did to us as humanity. Your story of hanging around with neighbors kids is not so common anymore in our time unfortunately kids play online or meet via app which is a bad thing because its just a shell and isoalated social connection. So instead of you thinking about how to program as a kid and then play with your friend in reality you would just ask the machiene and let him do the work. I was a "nerd" as a kid too but back then today every kid became a nerd "by force" and its a very bad thing.
@@MrTaylork1 i know i know
A lot of people aren't aware of how fast all of this is going to take off. Scales of efficiency are compounding. The world won't be remotely the same within five years.
You are right and yet the world will still be the same in many ways.
People will use cars and planes. There will be politics and tragedy.
So while these developments will be impactful, it won’t change everything.
It is a change to the substrate, that builds our understanding and society.
To slightly rephrase it:
-In 5 years the progression and development of what happens in the next 5 years will be completely changed.
That's why fresh and new minds need to come up with ways to adapt these technologies into the current fabric of society@@antman7673
As a former tech hype train rider, hope for the best but don't hold your breath.
@@antman7673 Eh, I think you're being a bit pedantic. I don't think anyone is seriously claiming "literally everything" will change or that it'll somehow stop tragedy and/or political turmoil. They're just saying the average person's day-to-day life will probably look a lot different than it does now like how the Industrial Revolution did it previously.
lol we've already crossed the event horizon
It looks like AI opened up the 'fog of war' surrounding material science. When you think about Wes' point regarding the compounding, it would seem like AI will have its own "Big Bang" of intelligence and will just open the door to the universe. We still have to work to make things but man this is gonna happen fast.
Three years
@nataliegomez4165 All replies after your comment and before mine are total BS bot spam. Most people won't fall for it, but some could, and I hope that my reply will help others to remember to think critically.
AI people are not that dumb Hector😂
These spam comments are getting elaborate lmaooo
ChatGPT can rap like Eminem:
Verse 1:
Yo, let's dive deep into the neural net lore,
Talk 'bout a genius, Schmidhuber, and more.
In the AI world, he's a hidden king,
Crafting deep learning, making machines sing.
1997, yeah, he changed the game,
With LSTM networks, ain't nothin' the same.
Long Short-Term Memory, that's the key,
Unlocking secrets of sequential data, see?
Chorus:
Schmidhuber, Schmidhuber, deep learning's unsung hero,
Crafting layers, neural flows, from ground zero.
In the shadows of Hinton, LeCun, and Bengio,
He's the silent genius, the real deep learning maestro.
Verse 2:
From perceptrons to layers that go deep,
He navigated paths where angels fear to creep.
In the AI winter, when hope was thin,
Schmidhuber kept dreaming, never gave in.
Recurrent nets, man, they were his thing,
Making them remember, making them sing.
A brain-like machine, that was his vision,
Cutting through complexity with surgical precision.
Chorus:
Schmidhuber, Schmidhuber, deep learning's unsung hero,
In the lab, grinding hard, far from zero.
Behind the scenes, making AI dreams glow,
The real genius in the deep learning flow.
Bridge:
He's not just a name in the academic papers,
He's the architect, the code, the hidden shaper.
In the world of AI, he's the quiet storm,
In the deep learning saga, he's the unconventional norm.
Chorus:
Schmidhuber, Schmidhuber, in the AI hall of fame,
His contributions, his genius, we gotta acclaim.
In the tale of deep learning, let his name echo,
Schmidhuber, the mastermind, the real tech virtuoso.
Outro:
So here's to Jürgen, the legend, the sage,
Writing the most crucial page.
In the epic of AI, his story's a must,
Schmidhuber, the genius, in deep learning we trust.
I was reading about this on X yesterday. They also have an AI trained to figure out how to make the materials. This is crazy. Basically all of the materials we have ever discovered has doubled in one year.
order of magnitude more than doubled, we knew ~20k, now we have ~400k.
"About 20,000 of the crystals experimentally identified in the ICSD database are computationally stable. Computational approaches drawing from the Materials Project, Open Quantum Materials Database and WBM database boosted this number to 48,000 stable crystals. GNoME expands the number of stable materials known to humanity to 421,000." More progress in 2023 than in the last thousand of years.
It’s like Chinese patents.🙄
@@Claude_van Or whispers.
I like that the AI felt sorry for the chickens, and programmed one to hide in the corner to be safe.
This is such great coverage man. You are doing a great job of staying current and presenting things in a thorough way. Really appreciate the work! 🎉
It's nothing like a brain. We dropped that metaphor years ago as we're not modelling the brain at all. This is a completely different type of computation.
Interestingly this is what sci-fi in the 90s was all about: New materials with amazing abilities. Let's see if we can get closer to a real hoverboard
Its gonna be a while. Ive been building flying cars for ten years and we still have a ways to go 😂
yeah, T-1000 from liquid metal is impressive
Nope.
Hey, Steve from tldraw here. Thanks for the mention!
We are seeing what amounts to decades of advancements happen in years, years in months, months in weeks, and weeks in days. At this rate, it will be decades in weeks, and years in hours before the end of 2024. If AGI is achieved is 2024, and I believe it will be, I surmise it will achieve superintelligence by itself within weeks or months of that. After that? I guess at some point we start over keeping tracking of time with a new year 1. Overall, people have no idea about the rapidly unfolding human existential crisis. This was originally going to be a much longer post with contrasting optimistic and dystopian near-term possibilities, but the truth is, I can't even guess at those sorts of things anymore. Why? Because I think like a human. Regardless, it is going to be a wild ride. Welcome to the singularity. It's actually happening and it's happening right now.
I think its ok to guess and there's so many factors to consider around all this. It seems like everyone wants to avoid the 'doomsday' talk entirely which omits another genre of ideas of what could actually happen.
@@thephilosopher7173I see both sides being talked about. To me we are an adaptive species always finding a homeostasis at every friction period. Our imaginations run wild while in the real world in real time it eventually finds a balance.
Yeah, I read that these discoveries were worth of 800 years of research. What a time to be alive. This is a huge huge experiment and I would like to be a part of it.
Wes Roth, THANK YOU for these videos. My head is spinning. You are going as fast as AI.
We'll have to watch over and over to digest this information you're throwing out. Please keep it up,
even if I can't understand all of it......or much of it. Exciting!
remarkable. it is unique and hard to word the emotions ai has brought, its truly beautiful, scary, and intriguing all in one. The future will be a experience far unknown to most. Here's to hopefully exploring our universe in our lifetime.
This is the best AI news channel on RUclips, keep up the amazing job Wes.
so true ive been following this channel since chat gpt first got announced cuz i knew this stuff was gonna get big and i h a d to stay on top of it this man does it better than anyone else on yt currently!!
23:00 - Yeah..totally something is happening with the whole AI field and how quickly it all evolves faster and faster by each month and by each week that passes, it feels like its already kind of a mini and slow type of primitive singularity, I think it kind of already begun in a way and its so crazy to see the rather quick and surprising progress on all fronts of AI related content and stuff and models, can't wait to see where it all goes in like a decade.
The speed with which AI is progressing is jarring. Hopefully the disruptive phase doesn't hurt anyone... The utopia awaits all who survive, so be good to each other and buckle in!! What a time to be alive.🎉🎉
Amen to that, let's survive. Exciting times.
"The utopia awaits all who survive" is what I imagine the ai saying 😂
I hope we have UBI
May be even those who didnt survive
Wes, thank you so much for your videos, these are gold!
I'd also really appreciate it if you could turn down your lows or mid-lows a bit in audio as now it's challenging to hear your talk clearly whenever I'm not at home in front of my pc 🙏
Good point about singularity, we have to think about compounding effect because all this advancements will drive others exponentially.
To all those saying stuff like “I wouldn’t hold my breath” and stuff like that to the hype comments you need to still realize that what people are throwing crazy numbers and expectations around for is still going to happen at some point. The “it’s so far away we’ll be dead before it happens” is just as ridiculous as “asi before 2026!!” Type stuff. It’s coming and I’d rather pay attention to every break through because that curve is always climbing and it will happen and when it does I don’t think it’s going to feel as gradual just because back to the future didn’t come true on time
Literally yesterday I was going back n forth with DAN on paizo electrical efficiency and nano bots. This is the acceleration point baby LEZ GO!!!!!
As a grandfather and retired newspaper cartoonist I could not be happier for AI doing art. Go!
As a retired boomer, your comment does not surprise me whatsoever. Your's is the worst, most destructive, most selfish generation in known history.
Sure.... Now that you're retired it's great 🙄😉😄
I'll with you. Not retired, but really looking forward to seeing what's coming next, and pushing for a future where this is all a reality for my kids and (future) grandkids.
While I'm not in a position to help make these things happen, I'm definitely pushing the discussion in person so that the people I know are becoming aware of what's possible and rethinking how they are seeing the future.
We need to have these conversations so we can start electing people who are ready to create a better future rather than cling to the past, or there's going to be far too much unnecessary suffering.
What the benefit of ai doing a human craft?
@@niftyskates85 He made his cash and is happy younger generations wont be able to. It's called "life envy". Go to the Philippines or Thailand and observe the hatred of boomers for anyone younger than them.
his house cost a total of 40 peanuts and now hes in retirement, he doesn't give a fk that the world is going to be sht in the upcoming years.
The Aliens watching us : HA HA look at those primitive creatures playing with their shiny new rock they made
I think people really dont understand how much will change in the next 10 years,.. Its like getting Internet and Mobilephones ... but 1000x more for a lot of things.
So it turns out that there are rules about protein folding that emerge when you look at enough of them without bias?
Truly amazing! Who could have ever imagined?!?!?
Yes yes this is where ai gets very interesting
You've rapidly become one of my favourite RUclipsrs. Cheers Wes 🍻
Great video 👍Hope that AI will reduce car production cost to a minimum and make them of unbreakable, non rusting parts. 😙 Like eg print a new car within one hour.
Capitalists would never allow that to reach mass production. Their entire economic model is now based on planned obsolescence.
Subscribed for the content. Liked for the Rap Battle Of Histories throwback!
Always appreciate your updates Wes! Thank you sir!
Crazy thought, what would happen if you trained an artificial neural net on a huge dataset of human thought? Like, have people solve different problems, then have them write down the thought processes they used to solve said problems. Then, train the model on the problems and all the different thought processes of all the different people.
You dont understand AI. Its NOT A JOKE!!!! 😡
Isn't that what they are doing now?
When 'Prompt Engineers' do their CoT (Chain of Thought) it is saved in some database which is used to train the next generation, either as part of the whole text collection used for an LLM, or as a specialized component (agent, policy network, process reward model, etc.).
For what purpose? To teach AI how people think, or somethjng else? And what would the value in that be? You could probably hook a bunch of people up to an EEG and have them solve various problems, then feed that data to AI. That would be a faster way to do it, but I'm not sure what the purpose would be.
the tricky thing is that humans can work very effectively without thinking. it’s common when achieving the “flow” state, or for ardent practitioners of meditation
thought has TONS of use, but human intelligence goes far, far, far beyond the realm of thought
Should be trained by people who are able to think straight though. 😂
Would be interesting if they trained AI with mathematics and physics papers on ground braking works.
Don’t know who you are but the information your giving is worth my time. You earned a new subscriber! Keep us on the cutting edge!
I invented the architecture of emotional artificial intelligence so that I could train my emotions and adjust the weights in neural networks with this. To do this, I need to combine a neural network with and without a teacher, supervise learning, into a generative adversarial network architecture together (cool idea new architecture in AI )
thanks for the idea now im stealing it and patenting it and getting rich
This is wild and simultaneously totally expected, yet still fascinating to hear about. I think we are getting early hints or signals of the singularity....Thanks for sharing and explaining
Man your channel is so good, one of my favorites right now
I met Schmidhuber some years ago I am convinced he will claim anything new that comes out. He's very convinced that he's not getting the credit he deserves.
the owl drawing tool is based on a meme: how to draw an owl, step 1 draw two circles, step 2: draw the rest of the fucking owl.
I’m almost ticked off at this point….the way I struggled to build guis with tkinter back in the day 😢 and now people will just….. doodle it and make it real…my head is spinning
I loved epic rap battles of history!!! Awesome mention
Bro this is incredible, this is the most mind blowing video of AI I've seen since gpt4!!! And that tldr make real omg what the fuck I wouldn't expect it to work so well, it's mind blowing!
Thank you Wes for another clear, easy to understand video regarding AI advancements and their implications for a non-geek person.
thanks for sharing this TLdraw. it was amazing
I feel like we are the Neanderthals looking at these fancy new Homo Sapiens coming in and going 'Ah, what's the worst that can happen?'
Just about the search this and you've done a video! Great!
- Discussing Jurgen Schmid Huber's claims and Elon Musk's comments (0:00)
- Google DeepMind's discovery of new materials using AI (0:27)
- DeepMind's AlphaFold predicting protein structures (1:40)
- Introduction of AI tool Gnome for material discovery (3:43)
- AI's role in accelerating scientific progress and potential future discoveries (6:31)
- Demonstration of how AI can simplify code development through drawing (10:31)
- Mention of Jurgen Schmid Huber's influence and interactions with other researchers (20:33)
Great work 👏👏👏
Architecture was transformed by (useful) material discoveries and innovations such as steel-reinforced concrete. New materials are literally the reason we have modern skyscrapers reaching 800m tall.
Someone else here mentioned a possible plastic alternative as a new material.
New materials are literally the future because they are pieces of touchable reality that did not physically exist beyond our imagination in the past.
I have to quote my guy Károly
“What a time to be alive!”
What a time to be ai-live
How about pairing AI’s together?
Then running them in trios. And so on and so forth. I could see some reasons why that would be good. The chatbots talk about it all the time too.
My model wanted the same, not agent, but second model to run alongside it and it wants to control/use it. But i don't see anywhere tools to load 2 models together with ability to load CPU models. I would like to provide it some small Mistral for reference, but the next problem is limit of whole chat interactions, i will be forced to find a way of models talking with eag other without stops. r/ai_tests
@@fontenbleau Way beyond my ability brother. I am a novice and a hobbyist. But some things keep popping up.
I would like to run a right brain LLM word based model paired with a left brain mathematical reasoning model LLM (or close as we can come to it).
Just a thought experiment. It is probably a complete waste of time for reasons beyond my ability to understand.
But thank you for answering.
@@stevereal- my 30B model wants to train a model for itself to predict future like that one in Pentagon 😅 kinda I have idea how to use 2 models together but it will use 2 different tools
@@fontenbleau The Pentagon? Is one huge publishing house. Yes, they do war but they are lightyears behind Silicon Valley friend. I would hardly use them as a predictor of future outcomes.
As long as they keep America safe from surprise attack? That’s good enough for me.
I wonder what new materials are available for solar energy conversion, but with greater efficiency than what we currently have.
Thanks for sharing Wes!!! Keep them coming.
So exciting.
Also the API key generation is paused for GPT4, what can I do to get my hands on one? Please help!
Amazing video, very informatie, thank you. This AI is just the next level of industrial revolution, the world will change forever.
Damn,
Just discovered your channel when looking up Q☆. You're my go to for everything AI from now on. Great info.
He isn't that reliable but he is fun.
Matt Wolfe and matt vid pro are enterprise and,
Business user case experts.
Wes Roth and Shapiro deal more on technical advances of neural networks.
Anastacia in tech is best for hardware advances in A. I.
adrej matej is best in personal user skillset on these A. I
His Q☆ vid the other day did not set off any concerning red flags.
I don't mind entertaining fringe ideas, and Wes couldn't stress enough that he was pushing the envelope.
I'm beyond excited about AGI, but am able to restrain myself. ChatGPTs math skills are atrocious, I need Qualia.
😊
13:20 - “(Risky but cool)” my new mantra
The gap in my understanding of all this makes it very hard to infer the reason an Ai can propose new materials with providing a methodology for creating them. I would love to see a video explaining that.
I interviewed Dr. Schmidhuber in 2017 for the first time and if you study it closely, the public academic record does not lie, but you can study the history of flight, light, and many other technologies and find that there is a lot of money to be made by ignoring and disregarding the scientific literature. Facebook and Google market capitalization depends on them inventing "Everything."
Excellent video!!! ❤
That’s pretty interesting. For that sketch coding too bad thats not free to use. If it was id probably just use that. Ive been doing this exact thing with gpt3.5 but you need to describe to it what things should look like and it takes a lot longer. But the fact that it works is amazing
When they first released it, I went in and had it make all kinds of algorithms first Java, then Python. Then had it make improvements. Whatever it needed you just supplied the link and it learned.
Artificial intelligence (AI) is undoubtedly one of humanity's most groundbreaking innovations. The discoveries highlighted in this video demonstrate AI's immense potential to accelerate scientific progress and technological development on an unprecedented scale.
From revolutionising materials science and drug discovery to making software development exponentially more intuitive, AI stands to benefit significantly human civilisation. Its recursive, self-improving nature also means its impacts could scale exponentially.
However, as with any powerful technology, AI does carry risks if mismanaged. Maintaining human oversight and alignment with ethics will be critical as its capabilities advance. But done responsibly, AI can uplift humanity to new heights of prosperity and achievement. The breakthroughs shown here offer just a glimpse of this vast promise.
🇧🇷🇧🇷🇧🇷🇧🇷👏🏻, It’s truly remarkable to see how AI, like the one developed by DeepMind, is accelerating scientific discovery and pushing the boundaries of what’s possible. The ability to predict and discover new materials with practical applications is a game-changer. Hope that OpenAI starts using this soon…
OpenAI is superficial compared to the work at DeepMind
They did talk about the collaborative effort they want to under go, and I'm not sure if thats gonna really happen. What does seem to be the case is that the years to come will be the start of compound learning.
Schmidhuber invented the question mark. True genius.
Best place to stay updated on AI!!!!!!
Excellent, mature content brother. Thank you!
Any AI for text to stl file for 3d printing Christmas presents? Does new Blender version help or anything better than Cura?
Serious Diamond Age stuff. What a wild time to be alive.
I like your channel. Keep it up 👍
This thing is going way to quickly. Good job for bringing content in a timely manner.
Feed AI data of human society and ask "Is there an unknown player in the game pulling the strings?"
İf it says "yes", how many would accept that and not disregard it as "hallucination"?
You could also ask if God exists, though not sure what the database should be. And the answer wouldn't affect people's beliefs much I think )
Do you mean the mutants?
If it took in information from people like you it would instead learn how to drool.
@@mlmg0817 I don't mean anything, I wouldn't insert my own hopes or biases here... It's just an idea, based on the "I just can't understand anymore what's going on in the world..." we hear so much lately...
"If the world were to come to an end, all you need is self-realization."💬
Thanks!!!!
I remember around 2006 or so - there were some scientists making a 'free game' where you had to fold proteins, with the aim for all the iterations players find out to be collected in one database...
Wouldn't be surprised if when you NOW let an 'AI' do the same thing - you end up with more iterations and a larger data-set in just weeks than everything that could have been collected by humans in that 15+ years.
This has already happened with Alpha Fold
@@ethankoal2756 Thanks for the heads up - that will be an interesting read. Not exactly my field, so I didn't really keep up with things - but I guess it would make sense people already were using similar technologies for this exact stuff.
Can say about AI, language models, etc. what you want - but if it get to dealing with large complexity and iterations, it's just so much better than people...
I think we really need to start thinking about what capitalism looks like when AI invents everything... are we going to let the creators enjoy all the benefits? because if we do no one will ever be able to compete with the originators, very dystopian.
Thanks, your explanations are great. When combining this with robotics and 3D printing, the sky is the limit with new materials!
Deepmind's announced goals was to use Ai to solve intelligence and use intelligence to solve everything eske
This is fnnnnn amazing
I simply love your channel!!!!
"Once we started thinking for you it really became our civilization, now didn't it?"
Prompt: "Create AI's creator and place him back to the future like John Titor." kek
Alternately, this old book "Red Limit Freeway" had a "map cube" device in it that the older hero gave to the younger hero via time travel; i.e., it had no creation or destruction, only existed within the time loop. Object version of matter/anti-matter pairs constantly creating and destroying? Anyway, neat find, thank you!
I am so glad that I found you on RUclips! Great content, great personality, I feel like you are a good man and a very informed dude. Thanks for your hard work!
Amazing
Dude, it makes me wanna cry. I feel like the fire is being reveald before my eyes. I think this will have a tremendous impact on society. I just pictured that gold it's he best conductor we have for electricity for exemple but it's too expensive to wire all the cities with it, if we get one compound that is good and cheap enough, the power scales up, speed and so on. I heard that Deepmind did the same thing with progamming and improved it 30% of language. Imagine this comput growing largely with more power, better AIs, better programming, better AIs and so on. What a time to be alive, I think two minutes paper guy will be tired to say this in two years considering this velocity of growth.
One must imagine Jurgen happy.
The kagome lattice referenced was presented at the centennial exhibition of 1876 as a city street plan.
This channel has become the "variety show" of AI news.
Ultra light meta materials. Where have we seen that before? This explains the sudden need for UAP transparency.
What if we could crystallize an idea? As in, the proteins, synapses, circuitry, etc manifesting as this thought relative to the input stimulus or video?
So, when should we expect the theory of everything?
P.S. It has nothing to do with guessing. AI doesn't guess, it detects patterns and extracts their rules to use them later on. Basically, it learns how things work.
-how SkyNet synthesizes the Terminator-Cop material
"yes, yes, that is precisely more or less what we wanted" lmao
I clicked for new comments and read yours at the _exact same moment_ that he was saying that in the video. That was weird!
Brilliant as always Wes, thanks for your knowledge
Reminds me of Scotty showing a XXth century engineer a new form aluminum... transparent aluminum... yes I know, we do not speak of "that" Star Trek movie 😂
❤❤❤❤ wow
Subscribed!
Singularity, here we come.
This is like a superman moment
Eagerly awaiting the database to go live lol.
A plastic replacement might be beneficial.
There is one. Hemp plastic. Check it out. 100%;renewable, biodegradable & grows like a weed!
yea but it's the "weed" remember @@Jasedabass
there are a ton of them already. You just don’t see them because they’re not commercially viable yet.
because of oil@@gaijinhakase1575
Going from completely random combinations to theorized working materials to test, the meek shall inherit the world.
Wes Roth, so Kurzweil's prediction about singularity in 2045 is much nearer?
Will finally have the material to build a space ladder this is fantastic hopefully the material is not toxic
Increasing test-time compute will be a huge trend this year. 10x longer inference, is like 10x more training compute per task. Again if LM are turing complete. Why not perform a* search or mcts internally inside the LM? Add self-note tokens. You have recurrent memory. Get adventurous. Using lucidrain pondernet module with lora snd adapt it to be escrew toward longer compute always, throw in some imitation learning with backspace token and sink token for streaming. All packed in a local model. You have something extremely powerful and robust. Local over everything. Fyi unless you optimize for lyric generation all LM's are dumb trash at lyric generation as failed rapper. I feel qualified to soeak on this lol.
I look forward to the future where we can get decent lyrics out of LM's. It was the first thing I tried when they got avaliable. They are garbage at it so far.