It’s insane that this has been achieved in one year
@TurkeyJoe
Жыл бұрын
Standing on the shoulders of giants.
@vectoralphaSec
Жыл бұрын
@@TurkeyJoe right. Standing on the shoulders of giants. Not reinventing the wheel just using whats already been built and building on top of it to create something new. Thats what progress in science is all about.
@memegazer
Жыл бұрын
@@TurkeyJoe Yeah I was a bit surprised when Dr. Károly Zsolnai-Fehér said "first attempt" I know I have seen other attempts at video generation from text prompts before. Idk maybe he meant googles first attempt or something.
@MarcillaSmith
Жыл бұрын
Not to speak for the OP, but I took him to mean the rate of progress to go from still to video in a matter of months. The volume of computing power required and the need for the next breakthrough in processor design are obvious factors, but how far away are we, really, before one can enter a prompt like, _"Terminator 2,_ but set in the Old West, and the T-1000 is played by Sylvester Stallone, and increase the 'Rogers and Hammerstein' vibes, but only by 18%."
@IceMetalPunk
Жыл бұрын
5 months even!
@anwaraisling
Жыл бұрын
I love how the walking elephant's right front leg swaps with the left when it's fully extended. Looks like they need to work more on context coherence as well as temporal.
@markmarketing7365
Жыл бұрын
Can't believe he skipped over the elephant in the room on that animation
@da_roachdogjr
Жыл бұрын
@@markmarketing7365 I think its because he's celebrating the achievements rather than tackling the flaws (also I get that's a joke xD)
@lyrendil
Жыл бұрын
@@markmarketing7365 I so much wanted to do this one 😁 I am in awe but these videos make me so uncomfortable though
@codetech5598
Жыл бұрын
@@markmarketing7365 It seems they put their foot in their mouth.
@tbird81
Жыл бұрын
@@da_roachdogjr It's because he always just makes the same video without any critical thinking.
@Janokins
Жыл бұрын
This really reminds me of the first set of AI images, if their pace of improvement is anything to go by, it won't be long until we have some high quality AI videos.
@splinct
Жыл бұрын
Yeah thats what I thought, if this is like dalle 1 and 2, we will see realistic and high quality videos 1 or 1.5 years later
@trippyvortex
Жыл бұрын
All of the videos on my channel are AI generated if anyone is curious.
@pon1
Жыл бұрын
Yeah, and imagine being able to download it on your own computer! Stable Videofusion? You'll be your own movie producer! These are incredible times!
@pon1
Жыл бұрын
@GunZoR Yeah, and it becomes even better, imagine realtime AI building a interactive world around you in VR or AR and you can explore it, talk to people that doesn't really exist, see fantasy creatures. I mean, this is going to get wild in a couple of years!
@nutzeeer
Жыл бұрын
Also scary because 100% of video can be fake very soon. I dont know if I prefer simpler times.
@k2slab889
Жыл бұрын
The temporal coherence of this AI, as good as it is, reminds me of my dreams and how things subtly morph and change
@minhuang8848
Жыл бұрын
or memories, we can visualize objects (well, many of us at least), but it's far from a perfect representation with us arbitrarily filling in details. Wild stuff still, after ten years of insane progress.
@guilhermehx7159
Жыл бұрын
Yes , they look like dreams
@marasmusine
Жыл бұрын
I had the same thought! Also the whole thing reminds me of the dream recordings in Wim Wender's Until the End of the World.
@GraveUypo
Жыл бұрын
congratulations on becoming self-aware, AI.
@AMrGrieves
Жыл бұрын
For sure this is what dreams would look like if we could record them
@h2ugomex
Жыл бұрын
I remember when the paper for the original DALL E was released. I (and everyone who saw it ar the time) was completely mind blown. It was not perfect, or even sharp, but the simple thought of telling an ai "design me an avocado chair" and getting a result that made sense was unbelievable. Look how far we've come ever since.
@vectoralphaSec
Жыл бұрын
in less than 10 years.
@retardmode
Жыл бұрын
exactly, i feel like we are closer now more so than ever before to living in a world previously only seen in science fiction
@IceMetalPunk
Жыл бұрын
@@vectoralphaSec Less than 0.5 years :D
@artnetsvetaev
Жыл бұрын
I remember the first deepmind experiments in 2010s, where all the subjects at the pictures were dogs (and dogs’ eyes mainly). It was so impressive back then.
@jooptablet1727
Жыл бұрын
same thing with tesla fsd beta v1.0 , 2 years ago vs where we are today.
@signalshift6676
Жыл бұрын
They almost feel like dreams. This style of animation of how the scenes and objects change.
@DrCasey
Жыл бұрын
Yeah, and it will be limited mainly to 2022. Video generation didn't exist much during 2021, and in 2023 videos will become very coherent (state-of-the-art anyway).
@zwenkwiel816
Жыл бұрын
@@DrCasey given the amount of trippy music videos made with stable diffusion that are on KZitem I think people will find a way XD Like if you were to just use song lyrics as a prompt and then match them up with the song you'd have some kickass music videos.
@ChrisGuerra31
Жыл бұрын
It's amazing how realistic the motion curves are in these generated videos!
@lwrcs
Жыл бұрын
I see this as a parallel to how even early text to image has always been really good at capturing the "essence" of what it was generating. Even if there are details to work out it still conveys the idea well.
@brexitgreens
Жыл бұрын
@@lwrcs It's almost as if AI art (of even AI) has soul.
@Tallone55
Жыл бұрын
It's almost like the concept of art having "soul" in the first place is flawed, and recombining ideas in order to communicate them doesn't have any mystical elements in it in the first place.
@brexitgreens
Жыл бұрын
@@Tallone55 But look again at how lifelike and natural these motion curves are. _Élan vital_ in them is evident. The _animation_ (the _inspiration,_ the "soul giving") is real. The machine has captured the essence of life - without copying it.
@brexitgreens
Жыл бұрын
@@Tallone55 Just because we have finally described the mystical mathematically - _demystifying_ it in the process - doesn't automatically make it flawed.
@vectoralphaSec
Жыл бұрын
The simple fact that this is even possible in the first place is just amazing. Really is proof that one day in the future maybe 5, 10, 15 or 20 years from now we will be able to create full movies and tv shows just from text. Will this destroy the entire entertainment industry?, take actors jobs? maybe perhaps, but it would allow everyone on Earth to make their own content. The future of how society will operate and be with technology like this will be a fundamental change and be so different from what it is today.
@astrounwrapped
Жыл бұрын
How would we even trust media? How will news outlets provide us with reliable news? How will we distinguish reality from artificial?
@ugwuanyicollins6136
Жыл бұрын
5years or less
@McDonaldsCalifornia
Жыл бұрын
I sure feel like i could go without most people's bad fan fiction in my streaming diet but hey to each their own. In other words the field will get wider but there is still a lot of selection at work
@MrMadalien
Жыл бұрын
I don't understand why people are excited to create AI content. It demonstrates nothing about your character, it's about as valuable as a fleeting thought or a piece of dog shit. As a communication tool it might be very useful and make the world better. But making your own TV shows via an AI? Boring, unhelpful distractions.
@redwolfmedia2281
Жыл бұрын
AI generated images is already becoming a massive concern in the creative industry. Artists need to take a stand against people replicating their styles tbh. It's identity theft and will crush the market. If anyone is going to use the tools it should be the artists in order to increase their workflow. Not have someone replace it.
@KullerkeksHD
Жыл бұрын
Google researchers have been quite the busy bees recently. Not only Imagen Video, but also DreamBooth and DreamFusion, all in pretty much the last two months. Extremely impressive.
@TheReferrer72
Жыл бұрын
Transformers, Noise
@urphakeandgey6308
Жыл бұрын
As much as this tech excites me, I'm weary of the fact that big corporations like Google are the ones in control of it. You just know they'll abuse it. Whether in terms of its power or even when they somehow make a sentient AI likely in the farther future.
@dntbther9298
Жыл бұрын
@@urphakeandgey6308 that's why "stable diffusion" is so much important !
@AnotherFancyUser
Жыл бұрын
@@urphakeandgey6308 You are right, we need to stop Mondelez International RIGHT NOW or people will keep eating Oreos, and makes us fat so we don't have the ability to fight and or move and be complacent with our lives!.
@gxrsky
Жыл бұрын
@@urphakeandgey6308 well, there's people like Mohammad Emad Mostaque behind Stable Diffusion, giving this kind of power to everyone. What do you think about it?
@nikitamori2580
Жыл бұрын
I've come to accept I cannot trust any image created anymore this last year, however I didn't think I'd be distrusting AI video so soon. This is INSANE, to put it lightly. I'm shocked we're seeing this to such detail in version 1.0. I'm blown away by the amount of creativity one has with being able to generate any image freely, being able to generate any video as well opens up another world worth of potential!
@victorlevoso8984
Жыл бұрын
And this is only the beginning. Next year whith Nvidia H100 entering the market and the new scaling laws things are going to get wild, much more than most people can even imagine. We are on the start of the slope of the sigmoid curve, rate of progress growing and increasingly mostly bottlenecked by how long researchers take to publish papers and start a new project. We are also going to get absurd amounts of compute and efficiency improvements during the next decade until projects that cost millions of dollars today will be doable on an academic budget.
@danko5866
Жыл бұрын
I hope this doesn't affect the use of images and videos in court for proof 😬🤞
@nikitamori2580
Жыл бұрын
@@victorlevoso8984 People have no idea about how crazy AI is in the future with how insanely fast it's learning. We have all the technology already to be completely fooled by our reality through technology. First I couldn't trust images, now video and very shortly after our entire reality will be questionable. Life is wild.
@nikitamori2580
Жыл бұрын
@@danko5866 I think with AI images and Photoshop, that's already out the door this year if someone put enough work into doctoring things for important court cases. Our future is very questionable, especially with a working society in this regard to law and order.
@RealmsOfThePossibile
Жыл бұрын
There is also A.I voice simulation, A.I poetry, A.I music..someone just tell us already we are in an A.I simulation and have been all along please.
@Libertas_P77
Жыл бұрын
2022 feels like it has been a breakthrough year for AI. The fact it has surprised relative experts like this, says a lot to me as a newcomer to the whole area.
@adrianbiber5340
Жыл бұрын
It fully is. I'm generally impatient by nature but I've been scoffing down Karoly's videos weekly as I know every one is a blockbuster. It's all happening so fast 😃
@victorlevoso8984
Жыл бұрын
I mean the writing was already on the wall in the form of straight lines on log log plots but I think a lot of people didnt fully realize what that meant, and are still not realizing that this is only the beginning. Or at least people keep expecting scale to stop working and it just keeps going. Most predictions keep predictably falling short of actual progress because that's what happens when you are riding exponential and human intuition expects things to improve slow and linearly.
@MrFram
Жыл бұрын
@@victorlevoso8984 imho people are perfectly capable of understanding exponential growth, they were just disillusioned when y2k hit and no flying cars, holograms or maid-robots
@victorlevoso8984
Жыл бұрын
@@MrFram flying cars are a terrible idea and very that's-not-how-physics-works but holograms and robot maids seem doable soonish, it was just wayy harder than people thought in a few decades ago. Holograms either arguably already exist whith certain light tricks, or could be done whith really good AR wich is hard but on the horizon of things that are getting better. Robot maids seem just a few papers down the line from some papers that have been featured in the channel before.
@Present-Simple
Жыл бұрын
@@MrFram I think people generally don't believe in progress while at the same time getting used to it very fast so it just sort of goes over their head in a very jaded manner. I mean, this guy had to add "but wait it will probably do 4k" as if what we're seeing already isn't literally science fiction material and the average Joe will just go "meh". People have very bad contextual memory, this sort of thing we couldn't dream even in our wildest dreams a decade ago which is really not that long, depending on how old you are. It passes *flicks fingers* like this.
@redwolfmedia2281
Жыл бұрын
The creative industry is about to get absolutely devastated. It's already beginning with commission artists. I guess 3D animation and motion graphics are no safer. It's amazing, I love the advancements, but I'm terrified about how this will affect the industry. The boom of indie films will be quite cool though.
@ryanthompson3737
Жыл бұрын
Thats the goal though... realizing most jobs aren't necessary and are only accomplished by humans because there's no other replacement right now. it's like how woman used to work in a building crunching numbers. In hindsight, it's absolutely absurd that we used literal human beings as calculators that can be done on computers smaller than the printers those people used.
@redwolfmedia2281
Жыл бұрын
@@ryanthompson3737 But it's not like artists aren't necessary. AI art can't be done without plagiarizing millions of artistic work from across the internet. It need to be trained on them in order to replicate it. If artists stop producing art it will become stagnant as AI generators wear the corpse of actually skilled artists that were put out of a job because of it. It's totally distopian. Architects and interior designers, engineers, all these things will soon be obsolete. What will be left for us to do? Where will all the creatives go?
@redwolfmedia2281
Жыл бұрын
@@orangestapler8729 I can't imagine any artist being excited for having their style and compositions pulled out from under them. There's no reason to brush this off so casually, especially when there's a massive industry of people who rely on this work to make a living.
@dibbidydoo4318
Жыл бұрын
@@redwolfmedia2281 "I can't imagine any artist being excited for having their style and compositions pulled out from under them." which is false because I had a webcomic artist tell me that he's excited for this technology and finetuned an AI on his artwork to continue on his webcomic.
@redwolfmedia2281
Жыл бұрын
@@dibbidydoo4318 Yeah sure, when it's your own art that its being fed for you to use. That's an amazing opportunity for artists - I totally agree. But it's not when amazing someone is training an AI to steal your artistic identity. Thats identity theft and intellectually dischonest. I have always been excited and fascinated for AI's, but setting this down the right course is important. When I say, "I can't imagine any artist being excited for having their style and compositions pulled out from under them." I'm referring specifically to the 'AI artists' that are training other peoples styles and selling it as commission work. Additionaly, the fact that artistic works are being studied by AI's without the artist's permission. (And no, this is completely different from an artist using s reference. If an artist did what AI's do it would be called tracing and it's already been called out by the online art community for happening)
@sakumaFR
Жыл бұрын
This feels like those strange stop motion cartoons you would randomly find. Amazing work.
@clarity7699
Жыл бұрын
I wasn’t expecting anything like this for a long time. It’s terrifying how quick AI is advancing
@HSE_VO
Жыл бұрын
How is this already possible??? This is incredible.
@retardmode
Жыл бұрын
its been less than a year since dalle 2 got released, the pace at which ai research is accelerating nowadays is insane
@vectoralphaSec
Жыл бұрын
And it makes sense. AI research is not like regular science research. AI is progress is much faster than any other form of research.
@IceMetalPunk
Жыл бұрын
I know! A big part of it has been CLIP/BLIP, or more generally, transformers. One of the biggest roadblocks to sci-fi-esque AI was getting an AI to understand the concrete and abstract concepts embedded in language. Now that they do, there's so much that can be built on top of that ability quickly.
@TheBrandonn
Жыл бұрын
Now if only humans could put this much effort into something actually _useful_
@IceMetalPunk
Жыл бұрын
@@TheBrandonn Art is not useful? AI that can understand the concepts expressed in natural human language about the world itself is not useful?
@vectoralphaSec
Жыл бұрын
@@TheBrandonn This is useful. There really isn't anything that I can think of that is more useful than AI research.
@Baleur
Жыл бұрын
The absolute spookiest thing about this, is that these weird slightly disturbed and warped AI videos, are almost spot-on to what our human dreams look like... Naturally our human brains are extremely different from computer algorithms running on CPU's (anyone saying "the brain is just an organic computer" are oversimplifying things to the point of ridiculousness). But its still astonishing that the end results are so similar. Looking at these AI generated videos, they look extremely similar in just how they are warped slightly, to how dreams look (with the rare exceptions of lucid dreams).
@McDonaldsCalifornia
Жыл бұрын
It is wild that since the beginning with Google's deep dream it really seemed like the algorithm was dreaming
@lbauerer
Жыл бұрын
It is the other way round. Not "the brain is an organic computer" but "these neural nets are digital simulations of what happens in our brains"
@t0nito
Жыл бұрын
That's odd, my dreams don't look anything like this, I don't dream warped, everything looks real life to me. Just like many people dream in black and white, not me, in fact I think I've never dreamed in black and white.
@mtrivelin
Жыл бұрын
I couldn't agree more. At a certain point I started to recognize my dream patterns in these "AI dreams". I would say that most of the time I don't dream clearly, and the images are not always accurate, as the context is also fluid and organic. Sometimes the stories make some sense until they completely change into something else, like other animated AI dreams we've seen before. When these videos become more defined and coherent, can we say that AI dreams "better" than humans, then?
@0L1
Жыл бұрын
Is that how most people's dreams look? My dreams look and feel just like real life, if it makes sense. There is no visual element to them.
@bartomiejsokal9415
Жыл бұрын
This is the revolution in CGI. A total breaktrough in a film industry. I hope that Google soon releases an alpha version of this app for filmmakers. I can't still believe that this is happening in 2022.
@darkener3210
Жыл бұрын
This channel is def one of my favorite ones to take their videos back in time into the early days of computers and see peoples reactions too
@havocthehobbit
Жыл бұрын
in 15 years , teenagers are going to be creating movies with a Disney's budget visuals, without needing a dime of investment. Instead of hanging up crayon pastel pictures that your kids bring back from kindergarten on your fridge, your going to be displaying short pixar level movies on a fridge screen that they animated and directed. The future possibilities are going to be wild . im glad because when automation,robotics and AI puts us all out of jobs , we are going to have rely on varying artistic mediums and skills to keep us busy, which we can do on our own without having decades of experience to make.
@roger4845
Жыл бұрын
Why would they feed you when you're out of job?
@havocthehobbit
Жыл бұрын
@@roger4845 if automaton takes over an entire supply chain then it does not require payment to generate its own energey, mine its own resources, engineer its own factories , repair itself, farm , process, deliver goods to you. We eould create it to supply us with ehat we meed and want and automation can do that infinitely without need of a payment .So yeah we wouldnt nred jobs to get homes, or eat. Machines have no requirments like payment to run . every generation, automation takes a new step which requires fewer and fewer humans to get more done for human needs. It's natrowing down to more goods for less money until that less becomes no money, thus no jobs. Follow the trend from the barter system to what you can buy for todays money to what the future holds.
@roger4845
Жыл бұрын
@@havocthehobbit you think AI or people in power would be generous enough to keep useless people?
@havocthehobbit
Жыл бұрын
@@roger4845 the assumption that people in power control the AI and it isnt unanamously governed or that the people in power will truly have power when money has very little value over anyone , is extremely presumptious . Also who says that it makes people useless. Are peoples value to you souly dependant on the job they do that gives you food and shelter. Do you only value your parent because they fed you, Young children dont feed their parents , yet children have value to parents , many of your friends probably dont feed or house you daily , do they have no value to you because of that . Value is made up of a number of things and people having more time not doing mundane tyring daily job may increase our personal value to eachother as they have more time to build bonds with friends , perfect and share hobbies , art , talents , party together , do sports etc ... Those are not useless aspects of society . Automation that removes office jobs and grunt work is surely going to be better for society even if there are people in power , they will want more friends to enjoy their free time with too andthat is what a future like thsi gives us , more control of our lives by being able to do what we want and have our needs taken care of in other areas .
@roger4845
Жыл бұрын
@@havocthehobbit sure, keep dreaming.
@TheMetatron333
Жыл бұрын
In about 10 years, video games are going to be mind blowing.
@timsousa3860
Жыл бұрын
The weirdest thing about the elephant is the way the ai doesn't understand which leg should be in front of the other, so it just cycles them
@wolfybuilder
Жыл бұрын
Such an amazing paper! I knew the second I saw that elephant underwater, you would talk about the caustics and Snell's window haha I can't believe just a few short months ago, we were in awe at coherent pictures. Then came the ability to edit small details, which was also very impressive. But this? This is on a whole new level. What a time to be alive!
@shadowcloud1994
Жыл бұрын
I was more surprised that he didn't talk about the legs switching places every single step. That was trippy.
@splashmaker2
Жыл бұрын
GPUs will definitely need many more AI/tensor cores in the future, imagine your tv rendering everything through AI in realtime!
@borjonx
Жыл бұрын
Hello I’d like to order a Seinfeld Episode where George takes an IQ test but Kramer spills the sauce on it... and Elaine lives across the hall from Jerry. “Your order will be ready in two minutes”
@SomeRandomPiggo
Жыл бұрын
@@borjonx Exactly what I was thinking lmaoo
@plexsoup9378
Жыл бұрын
Houses won't need furnaces anymore.
@41-Haiku
Жыл бұрын
@@plexsoup9378 lmao
@pladselsker8340
Жыл бұрын
@@plexsoup9378 no they'll need the fireworkers
@mikhailbulgakov1472
Жыл бұрын
It is amazing. On the other hand, I feel bad for all those illustrators and animators who will lose their jobs soon.
@enzomelian9282
Жыл бұрын
Na, they will not lose their jobs, this AI are good tools for them 🗿
@shauna996
Жыл бұрын
They’ll adapt and be 10 times more productive. Humans will still need to direct the production and fine tune it.
@mr.griffe9202
Жыл бұрын
Next the Ai will add voices, sounds, new music
@IceMetalPunk
Жыл бұрын
IMHO, anyone who does art primarily for a paycheck -- such that the removal of the paycheck removes their desire or ability to make the art -- is not creating art. They are creating a commodity.
@dibbidydoo4318
Жыл бұрын
@@IceMetalPunk it's not removing the desire, it's removing them from their rent apartment.
@julioalmeida4645
Жыл бұрын
They should call this: We made an AI that perfectly simulates your imagination with a fever of 104F
@michalp1
Жыл бұрын
My predictions: Hollywood and Artists will eventually be in trouble in the coming years. Films, TV series and books will be created by Ai in the future very fast and human artists and film makers will have to compete with Ai. Hopefully a higher power steps in before then.
@MrBratkenSolov
Жыл бұрын
people will become dumber and uncreative
@JinKee
Жыл бұрын
It's gonna get wild when Netflix uses the camera in your device to see if you are getting bored and then changes the show you're watching to keep you binging one more episode, forever.
@Dindonmasker
Жыл бұрын
I absolutely love how fast these researchers are working! Thank you for keeping us updated about these technologies!!
@pandoraeeris7860
Жыл бұрын
So, people, this is what the ramp up to the Singularity looks like.
@SkyyySi
Жыл бұрын
I'm guessing that, given a few years, we'll probably get the first commercial movie fully made with / by an AI.
@praveen25
Жыл бұрын
Not so sure about a few years… but in a few decades, sure!
@LightVelox
Жыл бұрын
@@praveen25 definitely a few years, all of this progress was less than a year
@dtrbst
Жыл бұрын
@@LightVelox Which is impressive, and it's sure to become even more impressive soon. But I'm thinking it's going to be very difficult to sort out the last few anomalies, at least without human assistance. Much like self-driving cars have been "almost ready" for years now.
@vectoralphaSec
Жыл бұрын
@@praveen25 no your underestimating the rapid pace of AI research. This isnt normal science that takes years, AI research is much much faster and progressed is measured in weeks and months not years.
@winsomehax
Жыл бұрын
I suppose it depends on what you mean by "with". AI is already able to do the story, the voices, the textures, the animation/motion. It just can't synthesise the entire movie from a prompt. But then, it doesn't have to do that... to completely revolutionise things.
@anwaraisling
Жыл бұрын
As a game designer and content creator, I can't wait until AI's are able to do this in 3D. We are already using these generative AIs to create content for games and manually using the image data generated to create 3D models. It truly is a great time to be alive!
@anwaraisling
Жыл бұрын
I think that once AI can figure out how to properly generate 3D objects, it will be able to resolve any coherence issues naturally.
@SecondVelcory
Жыл бұрын
Yeah... give it a few more years and it'll probably also be able to create content and design games by itself, replacing you as well.
@DevDreCW
Жыл бұрын
@@SecondVelcory "Why would I pay money for a game when I can type in exactly what game I want"
@nullbeyondo
Жыл бұрын
@@DevDreCW I think that is possible but the game will be very general and maybe boring (but the story could be interesting).. if you want some specific game with specific mechanics, you'd have to write many paragraphs about it.. like just code the game yourself at this point. Or hook the AI right into your brain so it can create your dream game using your mind; no code, no text.
@joshbreidinger2616
Жыл бұрын
@@nullbeyondo Are you saying that writing a few paragraphs is as much work as coding an entire game by yourself?
@fxarachnid4764
Жыл бұрын
I like the surrealism of the videos. I almost don't want the temporal coherence to get better because of how dream-like it is. It would also be fun to make an actual animated movie with this. It would be so confusing
@oldvlognewtricks
Жыл бұрын
You’ll eventually be able to ask for a ‘dreamlike 2022-style temporally incoherent’ output, and the AI will generate you one 😂
@pandoraeeris7860
Жыл бұрын
Next: interactive 3D VR worlds.
@empireempire3545
Жыл бұрын
I submit a new rule of papers, the 2nd statistical mechanics rule of papers: on average, the time of 2 minute papers videos can only increase.
@user-nc3gf8gt8m
Жыл бұрын
Cool seems like I'll be able to make my own HOTD season before they finish filming it for real. Except mine will have vampires in it.
@saltywaters4443
Жыл бұрын
I think it's safe to say that we're entering the exponential part of technological development.
@RenX3133
Жыл бұрын
We simply cannot fathom the implications this kind of AI technology has.
@PedroJEgea
Жыл бұрын
"Progress is like a train: it's fast, it never stops, and you're either in or out"
@Nico-pl6sf
Жыл бұрын
Oh it's pretty easy... People are greedy and evil overall... So...
@tomaAlex2001
Жыл бұрын
Just patiently waiting for the day no human profession truly exists in a meaningful way anymore at this point.
@akumabito2008
Жыл бұрын
The pace of progress is ridiculous. Ridiculously awesome, that is!
@Silpheedx
Жыл бұрын
Don't get me wrong. All of your videos and all these tools are amazing 🤩. But this one, this one really changes life's trajectory in a staggering way.
@Kneephry
Жыл бұрын
I can't wait for AI generated TV shows. Imagine one of your favorite shows that ended years ago having new, original generated content on demand. I would love to have new episodes of the TV show Monk.
@OrangeC7
Жыл бұрын
This is astounding! But I will say, with the temporal and contextual cohesion flaws that you can see in the results, it reminds me of memories or dreams; The small details, like where exactly things are or what they were doing just a second ago, don't really matter too much, and it's just getting the general idea across.
@Miggy9
Жыл бұрын
4:24 teddy bears looks uncanny as hell
@AIpha7387
Жыл бұрын
Not long after feeling a little disappointed in DALL-E, Midjourney was released. The pace of AI improvement in recent years is amazing. I expect a surprising video AI to come out in a year or two.
@gd8838
Жыл бұрын
It's also really concerning. I think the UN should get together and impose taxative limitations on AI research, scope, and usage. The whole "it's no smarter than your dishwasher" is starting to sound somewhat wilful. It surely is incredibly interesting and we are probably gonna find productive uses for it mostly everywhere, but I believe it ought not to be taken lightly. Companies having their own "AI principles" (like Google's) is not enough.
@AIpha7387
Жыл бұрын
@@gd8838 Do you know 'Red Flag Act' or 'Locomotive Act'? Even if people who make rational judgments impose regulations on each other, those can be completely ignored in countries such as China and Russia.
@AIpha7387
Жыл бұрын
@@gd8838 AGI is a 'science victory'. End of civilization. If reached it, any other laws don't matter. Even if regulations or laws are created, it is natural to be ignored.
@gd8838
Жыл бұрын
@@AIpha7387 that's such an absurd, pointless argument. We make laws and regulations regardless of individual instances of non-compliance. That's what regulations are for, setting a standard, a baseline. Yes murder is punished by law, but people still murder, yes theft is a crime. The thing is, if there wasn't a law, you'd see such things happen with a frequency that far exceeds the amount we see with laws in place, and, you couldn't hold anyone accountable to any of their actions, you couldn't return to a baseline to impose order. Additionally, big international treatises imply voluntary compliance and overseeing. Most of the time, in a practical sense, they work.
@pladselsker8340
Жыл бұрын
@@gd8838 I think I agree with you to some extent. All this AI developpment may well lead to a war against automation at some point. People's jobs are getting automated better and better every year, and people are not happy about that. We can see very well how artists reacted to stable diffusion. They are not happy. What happens if you create models like that for a lot of other jobs? You get a whole bunch of other angry people. So yeah, because of that, I think we need to do something. Strict and fair regulation is one of the solutions.
@FrotLopOfficial
Жыл бұрын
Cant wait for the inevitable Google Earth game. AI takes all google view data, uses logic and understanding to turn every house, car, store, person, animal all realistic in their materials, biology, whats inside the stores, cars, houses, how cars drive, people walk around, squirrels climbing trees etc.
@TheCangar
Жыл бұрын
The thing with your channel is that your thumbnails and titles appear to be clickbait - but they aren't. It truly is an insanely fast movement and every video is showing something mind blowing. Crazy.
@MaxDarkness955
Жыл бұрын
Oh hi there, thanks for all the work in the Skyrim VR modding community!
@TheCangar
Жыл бұрын
@@MaxDarkness955 hey, thanks for taking the time to write! :)
@JasonSmith-jv7wl
Жыл бұрын
Just wanted to say that I gave part of a presentation at the TAIGA conference in Umeå, Sweden this past Thursday and I gave you a shoutout. Honestly, this channel is the best way to stay informed about A LOT of things in the AI space, especially the stuff that I work with.
@prasenjitmondal673
Жыл бұрын
Waiting for this. Couldn't believe it would be very soon. Amazing...
@tomahzo
Жыл бұрын
Interesting to see that this model appears to consistently have a problem with the concept of walk cycles. Both with the elephant as well as with the horse it didn't seem to understand that first one front leg is put forth while the other hangs back and for the next step the first front leg stays in place as the other one is moved forwards. This alternating pattern was consistently garbled and it tended to blend them together. Fascinating.
@mortaldev4999
Жыл бұрын
at this point i m scared , it feels like yesterday when i first found out about dall E and when i got my hands on it it just blew my mind and then we had ai generated 3d models and now we have whole videos damnn it's crazy , what a time to be aaaaliiivaaa
@ADreamingTraveler
Жыл бұрын
I'm just really excited for what it'll do for indie game development. Small studios would be able to create massive games on a small budget and build the games of their dreams without having to deal with a giant publisher that stifles their creativity and freedom. It should be fun for VR stuff too
@pesimistr104
Жыл бұрын
@@ADreamingTraveler yeah,im getting more scared each time i see something about AIS,what if creativity just...dissapears? creativity encourages thinking and intelligence,and letiing AI do the work seems terryfing.
@KRBM
Жыл бұрын
This voice has got to be AI as well. 4:17 “I am, SO happy. Now; three; give me; a teddy bear; doing the dishes. WHOOAAAA.
@siamhasan288
Жыл бұрын
At the rate at these models improve, probably in a few years we could make a whole movie just using prompts. Which is amazing and at the same time depressing to think about.
@betapotataOld
Жыл бұрын
AI generated stuff is cool but I don’t really care for it. In my eyes it seems like a great tool for concept art, but seeing something that I know wasn’t made by a human and has no artistic intent/human touch gives me an empty feeling, regardless of whether it looks good or not. If most people share this sentiment then ai images/videos probably won’t dissolve the careers of artists, and ai media will fade away for the most part. Only time will tell though.
@DevDreCW
Жыл бұрын
@@betapotataOld Average consume won't care, I genuinely see this becoming a problem for the next generation of media. CGI cut out a lot of work, and now AI will cut out most of the work.
@betapotataOld
Жыл бұрын
@@DevDreCW again, only time will tell. We don’t know the effect that over-saturation of media will have on the majority of consumers’ perceptions of said media. Human made media will become rare and potentially more sought after. I do think that there is guaranteed damage that will be caused to artists, but in the long run it’s very possible for it to balance out.
@IceMetalPunk
Жыл бұрын
@@betapotataOld What if you didn't know? What if you saw something you loved that you thought was made by a person, and were never corrected? Would it have more value to you then?
@hombacom
Жыл бұрын
A lot of artists add AI tools in their workflow and you still need knowledge and creativity. The thought that AI does all work for you is very naive.
@Think666_
Жыл бұрын
This is going to change the world. I hope copyright laws can't keep up with this.
@hakijin
Жыл бұрын
If you think about it, these ai generated videos and images is like the human mind dreaming/ imagining something.
@ADreamingTraveler
Жыл бұрын
I agree. The feeling I get seeing these images or videos is something out of a dream to me
@renuissance
Жыл бұрын
this is absolutely mind blowing how fast the paper came out
@joelface
Жыл бұрын
I wonder if the AI could look at it's first image and attempt 3D model generation, then self-reference the 3D model for its subsequent paintings. Basically, to create consistency and better understanding of it's scene from frame-to-frame.
@jhunt5578
Жыл бұрын
*Unreal.* Just thinking about where this tech will end up down the line is blowing my mind.
@NoxSorce
Жыл бұрын
That's good, no.. very impressive. If that AI achieved so far, then I could image that someday in future that first AI would make a film from just book.
@renderanimations9552
Жыл бұрын
this is actually insane, these things are so cool. keep up the great videos!
@ailearner
Жыл бұрын
This paper is lit 🔥🔥
@niravelniflheim1858
Жыл бұрын
The teddy bear washing the dishes (4:25) reminds me of temporal incoherence in human dreaming because I too suffer from objects transforming into similar yet completely different objects while dreaming.
@person4579
Жыл бұрын
Is it just me or has AI progression began to speed up gigantically during these few months? (yo im getting likes)
@Nia-zq5jl
Жыл бұрын
It seems like we are at the part of the exponential curve where begins to truly look exponential and not linear. Like at the take off part in the exponential
@IceMetalPunk
Жыл бұрын
Yep. Transformers were a huge boost, and once they were used to train CLIP/BLIP, that jump-started everything else even more. It allows AI to truly understand language, and that ability alone is enough to build *so much* on top of, very quickly.
@dibbidydoo4318
Жыл бұрын
it always has, they're just more popular and finally leaving research and entering the real world.
@openroomxyz
Жыл бұрын
Is there some nice video documentary that explains what they are doing?
@TheBrandonn
Жыл бұрын
yo have my dislike then
@tamarinds
Жыл бұрын
2:40 The elephants legs morphing so only the front right leg steps forward is pretty funny
@ZincTheCyborg
Жыл бұрын
I would try this out with Dwarf Fortress... Detailed text based worlds are created there , would result in an amazing AI generated worlds.
@armyofthewolves
Жыл бұрын
The elephant's front legs don't just ambulate, they swap sides at every step 🤣
@J0seph_Mother
Жыл бұрын
Imagine a day where single people can produce movies as well animated as block buster films for a tiny fraction of the cost if any at all just with the help of AI
@JB-fh1bb
Жыл бұрын
@6:36 : This gave me an “AHA!” moment. Does the upscaler have access to the same parameters that the image generator does? I suddenly feel like the image generator knows the correct answer to all the flaws (like the elephant’s front legs), but the upscaler does not.
@andrewdunbar828
Жыл бұрын
Hey Károly, have you come across any papers on removing motion blur while stabilizing video? Or fixing rolling shutter in video? Both seem like things current AI methods could tackle.
@SuperStingray
Жыл бұрын
I like how teddy bears doing human things and astronauts riding horses have become the "Hello World" of machine learning.
@obikenobi1906
Жыл бұрын
I agree...so happy and optimistic 😃
@emanuel3617
Жыл бұрын
This just reminded me of first version of Dalle2, just wait like 1 or 2 years
@DJ-Illuminate
Жыл бұрын
Can't wait until I can tell an AI to create a version 2 of the original Planet of the Apes movie with Heston. It would build out a movie based on extending the story from the original ending and characters.
@patrickpredella
Жыл бұрын
This is a huge leap in the direction of crazy efficient video compression. h.265, Avi and AV1 will be dwarfed when the first ai video compressors will arrive!
@madghostek3026
Жыл бұрын
Yes!!! This is something I'm waiting for as well, or just in general AI backed compression for images
@IceMetalPunk
Жыл бұрын
I'm... pretty sure we already have AI video compression :) Companies like NVIDIA have had it for a couple years now.
@patrickpredella
Жыл бұрын
@@IceMetalPunk they do, but for specific use cases, not for general content :)
@sevret313
Жыл бұрын
Efficient with storage space at the cost of quality and compute time. So probably not a good trade-off.
@amazingsoyuz873
Жыл бұрын
@@sevret313 cost of quality is sure to be temporary as these models will get better rapidly. Compute time is a little harder but AI-specific analog chips are improving rapidly, I believe around 7x improvement every 2 years iirc, so it’s possible that will be solved as well
@dogbot55
Жыл бұрын
The ship battle may not have worked right but it looks really cool and intense.
@ethzero
Жыл бұрын
2:00 Also the elephant's front legs are very poorly realised but in a surreal way, kind work 🙃😜🐘
@HootanHM
Жыл бұрын
Man 1st of all thank you for your content. Here are some suggestions for you to deliver a more enjoyable video to watch. 1. Please stop introducing your self in all videos. 2. We already know that we are watching 2 minutes papers. (Common, we are following your content) 3. Not all of us are fellow scholars. (I'm an engineer) 4. I highly recommend you to try a text to speech AI. It boosts the quality of your content. I hope you understand my sincere wishes, and won't feel offended Keep the good work up 💪👍
@francischang
Жыл бұрын
Filmmaking and graphics artists are going to be completely different professions in 10 years.
@fearless5618
Жыл бұрын
Pictures, videos, video games, personalised movies, perfect simulations. Can’t wait for my SpongeBob Warhammer TV series.
@PritishMishra
Жыл бұрын
Just imagine what will happen one more paper down the line!
@pandoraeeris7860
Жыл бұрын
What a time to be alive!
@bjovers1
Жыл бұрын
Hold on to your papers!
@TwoMinutePapers
Жыл бұрын
@@bjovers1 🙌📜
@anwaraisling
Жыл бұрын
@@TwoMinutePapers ROFL!
@jgbreezer
Жыл бұрын
2:37 you not even going to mention that the legs are walking really badly when one leg lines up with the one behind it in angle and rough position - they switch over, so the front near side leg swings forward and becomes the front far side leg as a new front near side leg appears in the 'pointed backwards' position. This is still amazing work, but the 3d object recognition and manipulation is too based on pure images and similarities there, rather than what the legs are actually doing. Like, maybe some more heirarchical recognition of elements temporally through individual training videos might help that one (and make other videos worse, probably).
@ethzero
Жыл бұрын
And again, another piece of the Holodeck is done.
@MartinDerTolle
Жыл бұрын
1:52 pay attention to the elephant's legs. They are twisting. His front left leg continuously turns into his front right leg. The back legs switch position every second cycle
@Adam_Lyskawa
Жыл бұрын
The image quality issue I see is not exactly the resolution. It's something that is happening in our dreams. It's hard to objectively describe, because obviously human minds are different. But my dreams and memories miss the details the same way as I see on those videos. As I push my visual imagination to the limits - I can almost see some details I don't see in my mind. If I have better drawing skills - I could for example draw faceless people, or faces without eyes or noses - because I somehow don't remember how they looked like. Or draw several versions with different noses. That - put into animation - would look exactly like what this AI generates. "Should his hands be bigger or smaller? I'm not sure." BTW, there are people who remember visual details perfectly. Or... IDK. The teddy bear washing the dishes in my imagination would look like the generated video. With very similar imperfections. Like details changing shapes and colors. Maybe it's ALL possible using the method applied. Maybe it can't get better with that algorithm. It will ALWAYS look a little trippy, because it's just what that kind of algorithm produces. To make it "pixel perfect", "realistic" and not trippy - you probably need to employ different, more organized algorithms. Some "old school" mathematics and physics instead of pure neural network based algos. Instead of simulating a person dreaming - simulate a graphic designer working with 3D animation software. I think THIS will be the next level.
@pyxn420
Жыл бұрын
These videos do look like dreams, that's exactly what I thought as well. I believe that generating videos like these could be intriguing on its own, in the sense that we can see how dreams look like without well...dreaming.
@harnageaa
Жыл бұрын
I mean.. You are not wrong, they publish this so they get people excited so they come with with new papers and new algorithms, I believe what they want is computation power by A.I so we use as little power to compute things, then we can use "old school math/physics algo" but instead of using normal cpu/gpu to compute that, you use A.I core, I think using A.I for 'accurate stuff' even in future will be questionable, unless they become so good that they become even more accurate than our best models and algorithms to calculate real life physics. But as of now I think this is strictly for 1) fun 2) discovery 3) the possibility of changing the world in the future 4) maybe maybe they get so accurate we switch to full AI in the future
@rijaja
Жыл бұрын
6:17 "The literature likes to call it [720p] high definition" It's not what they like to call it, it's the official name for 1280x720p. 1080p is full HD, 4K is ultra HD, and there are dozens of other names on the Wikipedia page "graphics display resolution"
@Cyfrik
Жыл бұрын
And I thought AI-generated still images looked creepily uncanny. Seeing them in motion is even more disturbing. It sets off some kind of high-priority alarm in my brain, and is borderline terrifying.
@yahiiia9269
Жыл бұрын
The doors for horror are wide open. I saw someone use stable diffusion for horror and it's so much better than many horror movie effects. Look it up!
@oracle372
Жыл бұрын
I know, I hate it!! I hate when people show AI images without warnings or anything, but these videos I will never be able to watch I'm so glad I found someone else with this opinion, I felt all alone.
@cosmiclounge
Жыл бұрын
At the intersection of AI, VR and biometrics there exists a plausible method of torture whereby a victim would be subjected to a hyper-real video-montage calibrated, in real-time, for the infliction of maximum psychological distress: a kind of auto-inductive phobic loop. Room 101 is real, and it exists in the Metaverse.
@harnageaa
Жыл бұрын
@@oracle372 I mean I am not here to go against someone opinion, just saying your current opinion will remain the same for this version of AI's but the future ones z.z when you will watch your favorite movie and laugh and cry and will be all AI made, I don't think you would hate it (the future, not the present)
@IceMetalPunk
Жыл бұрын
The uncanny valley is a sign of progress. It means the results are now so good that your brain is considering them real before noticing the issues, rather than considering them fake from the start. Every generation or imitative work has to pass through the uncanny valley before it can hit full realism.
@Carphi2000
Жыл бұрын
Things are happening so fast it feels like we’re in the exposition of a movie
@GauravSharma-gt2gp
Жыл бұрын
First graphic designers and now movie makers. It is a mistake to think narcissists in power will not replace humans with AI software.
@roger4845
Жыл бұрын
These people think that they will be chilling,living billionaire livestyle, with ai generated movies. And government will give them free money.
@kevkevpurple
Жыл бұрын
1:53 Those leg movements from the elephant are tripppppy. The legs are rotating in a circle as the elephant walks. O_O
@MakotoIchinose
Жыл бұрын
It still lacks coherency on depth, and temporally unstable, but these are decent baby steps for AI gen videos and motion graphics.
@tomahzo
Жыл бұрын
That's it, isn't it? I was wondering why it consistently screwed up walk cycles (see both the horse and the elephant) but if it fails to understand depth then you would end up with the hither leg and the farther leg getting garbled like that.
@ZOMBIEHEADSHOTKILLER
Жыл бұрын
i like the way the elephants front legs blend into each other, and are very fluid, much like the water its in............ it may not be realistic, but it certainly is a good dreamy/trippy style.
@LyneaFlynn
Жыл бұрын
Thank you for the continuingly good overview over recent developments. Are there any works on the ethical implications of AI technology? How is the situation on copyright and abuse possibilities?
@martiddy
Жыл бұрын
I would assume that all the AI generated images are of your ownership. However, there could be copyright issues if you're trying to sell images with characters from TV shows and movies.
@parttimehuman
Жыл бұрын
1:53 the elephant's legs keep swapping and it's messing with my head. lol so trippy
@holgram5530
Жыл бұрын
Goodby 3d max Goodby maya Goodby pixar ,dreamworks and disny
@danny.golcman6846
Жыл бұрын
Rip
@vidyagaems4063
Жыл бұрын
It looks a lot like something you could see in a dream. Things popping up, elephant's legs left and right leg swapping positions, leaves merging. The idea of the thing to animate is certainly there, but details are just an afterthought.
@magnetotar
Жыл бұрын
this is really really scary
@MatthewQuarneri
Жыл бұрын
It seems possible that the movie production pipeline could be fully automated; 1. From 2D stills an ML model generates 3D models (with physics matching their prototype) and scenes (with added content matching their context) (and all enhanced via a similar “super polygon” technique) 2. Those assets are then used by an ML model trained to run various VFX software packages/game engines. With that tech a single writer-director could easily produce their own movie! What a time to be alive!
@MrBaudin
Жыл бұрын
I would use this to add videos to my d&d sessions depicting awesome events
@yohan2024
Жыл бұрын
Dr talking about light flickering while the elephant front legs are literally switching places each step 😂
Пікірлер: 1,1 М.