Research at NVIDIA: The First Interactive AI Rendered Virtual World
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- Опубліковано 2 гру 2018
- This AI breakthrough will allow developers and artists to create new interactive 3D virtual worlds for automotive, gaming or virtual reality by training models on videos from the real world. Learn more: nvda.ws/2KOTPMc
- Наука та технологія
"it was created by machines, it's not me" that man tried to distance himself from that dance so quickly
😂👌
Will it be a phrase of the future ? "It was the machines, not me…" Scaring...
"Please don't tell my family... it wasn't me I swear. Please stop Chad..."
Typical Introvert
@@BenMurga what did i do?
Nvidias slogan should be “it’s created by machines it’s not me”
Huang about RTX prices: "it is created by AI, it is not me". in Russian it pronounced
"ohuenna otmazka" )
@@artdirtydog88 Разоблачение
Good slogan
"The world was destroyed by machines, it's not me."
i want to see that on my fortnite machine
0:43 of course that BMW stops all of a sudden with no turning signals
Lavalambtron haha yes
Car guy here,never heard such true thing
What's a "car guy"? 🤔🤔🤔
VJ89VJ a person who is passionate about vehicles, especially tuners, super cars, HyperCars, muscle cars, and classic cars
Huh? First you see the car's brake lights, then the turn signal flashes 3 times before the car turns and stops. Perhaps the blue colour overlay or speed of film confused you?
waiting for AI to create its own tiktok vids.
the first one's gotta be an hit or miss...
ohoho, underrated burn
One tiktok is enough. AI s are probably not so stupid or obsessed with cross dressing.
@@Zaire82 anything's possible.
npcs are a form of ai.
Now, every criminal got caught in a video recording will say: "That was created by machines, it's not me".
The future is scary.
Merthalophor...
You're a true poet. Never have I read such beautifully written, sparkling prose. The world is collectively more intelligent now that you have graced it with your profoundly intelligent reply. It truly speaks to the human condition.
@themedleb What about those people who will be framed? That would suck, but imagine how insane scifi shows can get or even cartoons. The news can be scripted by humans and spoken by AI, no need for newscaster with their own opinions muddying up the news. Virtual environments rendered this way would be awesome. Imagine a future where VR is done without goggles but by sending images directly to your neurons, you wouldn't be able to tell what was real.
Movie directors wouldn't need to hassle with actors who don't want to work with other actors and reality tv shows can last for many years without the characters aging.
I can't imagine what else would come of tech like this.
In decades it may even become real problem. For now you can fake voice or just face more or less, but it will take a lot of work to make it real hard to prove it is fake. Most likely soon we will have to make extra protection from faking where needed.
@Kaname Locon Yeah, imagine the generated computer games we could play :)
@@insolventsolver Your response warms my heart 😃
This comment was created by me and not machines.
Aussie Fck'nGovernment
The Russians beg to differ.
This comment was actually created by a machine, with you writing for it.
Doubt
but the problem is ......can AI develop solitaire 2 ????????
Lies
Such An exciting achievement!
modellers can't wait to lose their jobs!
@@andreanto8685 they'll still be needed tho because AI can't replace well made models
I feel your sarcasm
Агрее
@@B9poy the best of human imagination is based on conceptual symbols and weighted connections in a network. that's the basis of AI. all it needs is more data. human memories are believed to be renderings from conceptual symbols... etc. AI just needs more data. eventually its imagination will be better than any of ours.
This comment was created by machines. it's not me.
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I think you folks misunderstand his comment through implying bad English XD
1. he said it was created by machines. His co author initiated the process.
2. "It's not me" does not mean "I did not do this" it litterly means it is not him in the picture XD Like I said, his co author initiated the process anyway.
So yea... NONE of the comments you ever made is you XD
@@martinschemmel84 k
@@oko3717 Ah, i need to grt myself the xbox pass again
hahahahahahaha you son of your mama.... that was funny tho, thank you
The future of Euro Truck Simulator?
As long as we can get out of the damn truck go into the store and get our six pack of beer than it will be good.
Because don't forget kids, it's not illegal to drink and drive just to be drunk and drive lol
@@TheTactialLlama I drove big trucks for 17 years and you would be surprised how many guys drink and drive. But if you are caught with any alcoholic beverage in your cab you are pretty much done. Funny thing is a long time ago if you pulled a load out of Miller Brewery they use to give you six pack for free lol.
The future of City Car Driving.
Yes! I'll have that!!!
Pornhub: "Well take all of them!"
Some Al ready uses that
:D
lmfao this is so underrated
Well take?...
"i'LL tAkE YOuR EnTiRe sTOcK!"
Put it on the next google maps cars and create a game with the whole world in it
It'll be better than No man Buy
@@djstatyk1540 No man sky is not a bad game tbh
@@ntz752 you know what? I haven't played it so I can't really talk shit.
@@djstatyk1540 no man buy? pfft, how about buyout 76?
Failout 76?
That's it we made a simulation. Its only a matter of time before they become intelligent enough that they make theirs.
My question is can these city maps just be generated for infinity? Imagine the next GTA game where it just auto generates cities and landscape as far out as you decided to explore?
@@MankindFilm procedural generated levels are allready a thing, soo yeah.
But i bet It will become boring long before infinity
@@talesdemidioful Yeah true procedural design only gets boring once it's noticed, I think we are getting to the point fairly soon where those procedural generations become complex enough where we can't notice repeated assets and that will be something very special.
@@MankindFilm There's a video on it, I can't remember who made it unfortunately. But the video highlighted that we use the same assets so that it saves on space, processing power, etc... But basically the dude in the video tried to write code for a quantum computer at IBM (They have free to use machines online, under some sub-company). And it basically generated it's own assets each time it was told to make something. On his computer it took like 30 minutes + for a single asset, but he projected that it would take just a few seconds on a quantum computer, he never got the code working unfortunately but I believe he's still working on it.
We're no where near creating a simulation that has its own will.
So this is how the matrix begins
Just our matrix, where probably a few matrix's deep at this point.
Thaynan, YUP!
Or the Interior.
IKR. So exciting!
+Thaynan Costa you're already in the matrix buddy
The asian nerds featured in this video were generated by AI based on footage of real asians. They still got some work to do, not very realistic.
dan fg It's merely a proof of concept... damn, the Singularity will be insane... a MEGA-Industrial Revolution is beginning, one that may last for many millenia...
(sounds crazy, but just look where AI in videogames were in the 90s compared to now... technology for AI isn't slowing down...)
Wait 10 years more and you will can't tell the difference.
@@darthsavitar All hail our Asian nerd overlords!
They are doing something with their life at least.
thats some funny shit
this is absolutely amazing. Reconstructing environments based on videos is something i only dreamed of as an animator. To recreate my hometown and memorable places to either use for visual fx or simply to trace back to an earlier time would be a blessing
You want the Matrix? Cause that's how you get the Matrix
we already live in the matrix
We are very probably in it already
@Portraitz Yes. Think parallel universe theories and quantum mechanics
Matrix into matrix into matrix into...
Looks like someone watched to many movies.
0:04 They must've forgot to turn RTX off
Best comment.
Nah man, FPS is too low, RTX must be on.
It wouldn’t be that low
30 fps at 1080p
lon lom Runs better than that actually and that is definitely playable
Plot twist: this whole video was made by Skynet and NVIDIA will soon release a press statement saying "That was created by machines. Its not me."
Bonus plot twist: NVIDIA releases another press release saying "That wasn't me either?"
Plot twist: your comment was written by machine
Plot twist: You are living inside an advanced simulation. What you see in the video is the actual reality. (Graphics update to the real world via simulation, if you will.)
Plot twist there already that powerful AI and it stops real progress on AI so people will never know it exists and to stop development of possible rivals.
Warp Speed you got me at this point
@Wap Speed I do not know if this is your resource but: ua-cam.com/video/XW3AnJ0RwNA/v-deo.htmlm18s
[ua-cam.com/video/XW3AnJ0RwNA/v-deo.html 34:18]
If you are reading this, you are part of the resistance.
This shit is terrifying to me
*"Tin foil hat equipped"*
Im in
As someone with 2 pure science degrees....well nerded, good sir. :oD
traitors and deserters are our enemies
unite and fight brothers
We need a 2023 version of this… imagine what they have nowadays this was 4 years ago!
This is what I have been waiting for ever since they showed that they could use neural networks to produce lifelike images without traditional computer graphics. Please upload some longer footage of this in action so we can all have a good look at it.
yeah, that's always a problem with the nvidia research videos. They're always amazing, but it's hard to fully appreciate what it's actually doing.
@@sheppo No doubt. :/ I imagine they don't want anything showing frame stuttering (like someone pointed out at the 0:04 mark on the monitor) or other anomalies. You know they looked over this footage ad nauseum until they were satisfied. ;)
In this article, they talk about the fact that the program runs at 25 fps, so we're probably lucky we got to see what we got. www.theverge.com/2018/12/3/18121198/ai-generated-video-game-graphics-nvidia-driving-demo-neurips
...the driving, or gangam style?
They have some ready and cool technology for us to play with. Like the RTX ray-tracing :D
so does that means that video evidence no longer counts as a proof for a crime ?
there are ways to prove the authenticity of captured images with cryptographic algorithms
The raw footage has a "watermark." GPS coordination and timestamp.
Lawyers just need to get with the times.
The video is clearly not as realistic as real life.
*+Thomas Solonyetski* - Daily reminder that the US isn't the world.
@@5Gazto it'll be sir, it will be
This is the next level. Graphics and game scope have plateaued, not because of the hardware, but because of the manpower involved. Hardware like this allows developers to have an effective shortcut with respect to the manpower issue, essentially breaking the glass ceiling in terms of game design. Exciting stuff.
0:45 tbh he looks like a 3d rendered character which will make a speech of given input
Wake up, Neo...
@Alexej Svirid God loves to use Copy & Paste it seems
@Alexej Svirid I wasn't expecting to find a comment from one brother is this section of youtube. Hugs from your brother in faith from Brazil. I am waiting for the same Kingdom.
@Alexej Svirid 😂😂😂😂🤣🤣🤣🤣
Ok that's cool nvidia but can you also make a graphics card that doesn't combust?
Too far
;)
Machine made it, not them.
t. amd employee
I use nvidia graphic card and it doesn't combust. I think they have already done that!
Just stop living in the Sahara mate.
This is amazing! I never thought about this possibility, maybe in the future videogame graphics could be co-generated with AI for extra spicy realism
I’ve been waiting for this monent for 20 years! Freaking amazing!!!
Graphics have been stunning and beautiful since 10 years ago. Realism in graphics is not the holy grail. GAMEPLAY is. Wake me up when they are able to apply deep learning technology towards making hyper-realistic NPC behavior and reactions, or automatic story/quest generation that's actually fun. That would be truly a great day for gaming.
Personally id say well written characters and an engaging story are more important.. hopefully AI can solve that because most games these days are crap in these regards
@@daath144occultistmaster5 How is he not intelligent for being correct. Graphics in games are extremely overrated these days. oh this game has good graphics I think i'll buy it. plays like a buggy piece of shit. *cough fallout 76 cough* I would much rather have AI NPC with realistic reactions and interactions than real world level graphics. Its the little things that make a game come together. You cant polish a turd and call it a finished product.
@@daath144occultistmaster5 In order to go with your assertion that "hyper-realistic" is a meaningless term because "realistic" suffices, you'd have to subscribe to the ideology that realism is not a spectrum, that something is either realistic or unrealistic, that things cannot be slightly more realistic than other things. This is of course false. Two screenshots can both be realistic yet one may be more realistic than the other. An NPC's behavior could be just "realistic" in one game, meaning more realistic than we expected, but another's might be extremely realistic if it emulates a true intelligence.
Now onto the second issue: Debate is fine, and even extreme pedantry is alright as well. But what's utterly illogical is judging the whole of someone's intelligence based on some minor quibble you have about word choice. By your standards, even the smartest person in the world can be made to look dumb. In fact using your very own logic against you I can declare that your numerous grammar mistakes are evidence of "chaotic" thoughts, stupidity, and low IQ:
-"for an example" instead of "for example"
-"including under the umbrella of that definition" when it should be "included"
-Omission of the word "are" in "you don't grasp your own point and thus not able to"
-"replay" when it should be "reply"
-"dunninger kruger" when it should be "dunning kruger"
Wow 5 mistakes, that must make you 5 times as dumb as you thought I was.
@Daath144OccultistMaster You seem to confuse the two types of realism, Max Loh is speaking of. He writes, that he does not need realism/hyper-realism in the graphics of a game, but he would like realism/hyper-realism with regards to the behaviour of NPCs in a game. In other words: He would prefer a game with simple graphics but hyper-realistic NPC behaviour over a game with stunning graphics and poor NPC behaviour. As would I.
@@daath144occultistmaster5 It wasn't a poorly constructed sentence, it was a poorly comprehended one. Then you went on a tangent about intelligence and Dunning-Kruger. The irony is likely not lost on many. I recommend you don't criticize grammar when it's evident from your posts that you're not a native speaker of the language, or god at least I hope you aren't. What ignorance.
Can't wait to pay $2000 to play these at 10fps!
LOL the game of the year sign
2000? If it was this price in my country it would be cheap lol
This technique actually draws stuff really freaking fast!
This is a legitimate concern, but sooner or later the tech improves to reach consumer level.
That's a StarCitizen reference, isn't it?
Poop pile in the middle of the room.
Your dog: "it was created by machines, it's not me"
lols
this is like the 90's when everything was pixel like.. 10-20 years in and we'll have extremely realistic generated worlds by ai that we'll also be able to interact with
10 years? It's gonna be big by 2026 i bet, the world is gonna change FAST
You are a child. Any adult with experience will know that big changes like this take decades. Always much longer than the predictions.@@graffiti9145
For those that couldn't understand the explanation here's a simplified breakdown:
0:40 - AI part 1 of the system takes in a video and tries to figure out what objects are in each frame (as seen in the block colored video), this is the segmentation network.
0:45 - Based on what AI part 1 sees, UE4 is used to build a 3D layout of objects like a game map (this is optional for replay, but is necessary for interactivity)
0:55 - AI part 2, the generator, is then used to build a new scene based on what's supposed to be in frame based on the 3D map (car here, building here, etc.).
AI part 2 can be trained on huge databases to know what combinations of pixels and objects makes sense and doesn't look fake.
So, what else makes this special? Basically you can give AI part 2 different combinations of segmentation maps (what objects are in scene) and it will build an image/video that makes as much sense as possible. No 3D models of objects are explicitly necessary, though if you wanted you could build a custom 3D map with object markers for the AI to fill in with whatever it thinks the scene should look like. You can also swap out a different AI part 2 trained on different scenes, for example a jungle, to replace the scene objects with jungle-related stuff.
While watching the video I was like: That is the most inpressive yet unimpressive video I have ever seen.
The fundamental happening is kind of impressive but the actual work done is not. They should have run some more AI on lightning and reflections for example, before making a video like this "look ma what I can make". Yeah, kid, maybe you should keep working on that some more before trying to show off your skills.
(Of course they will not share the actual state to the public, so my comment is only half "true".)
@@fadammte_aggst From a researcher's point of view, this is pretty impressive. The state-of-the-art used to be image-to-image synthesis since video was notoriously hard to keep consistent. This is especially true for objects affected by occlusion and camera panning. Their work introduces video-to-video synthesis which is quite a step above and must require some serious processing power to run in real-time. Even the image-only case used to take quite some time to run at any decent resolution.
Yeah. Maybe I was a little bit let down because I have seen this like 4 months ago (ua-cam.com/video/S1OwOd-war8/v-deo.html), and I would have expected a "cleaner cut" this time. But hey, as I wote before, it is kind of amazing and I don't belief they show us all that they got. Problably most of this is confidential...
1:24 - And you omitted the utmost important part of the video.
That was created by machines it's not me.
This is like deepFAKE technology used to fabricate CGI faces on top of real faces, make them seem that they said something or move lips, BUT its applied whole environments, moving objects, people. etc. With the graphics mask applied on top of reality, they can easily reshape the reality, ppl present, cars ...
Swear I heard someone say "Dear fellow scholars" at the beginning of this
Thanks for watching and your generous support, and I'll see you _next time!_ ;-)
What an incredible thing! Crazy how this could be used in the future.
Damn.. can't wait to see what artist and game-devs come out with inspired by these methods.
This video was created by machines, not me.
3 weeks zero comments 1 upvote rolf
People haven't found this..
How...
You are machine
@@Lamorak 👍
Future games will have AI generating worlds, monsters and weapons. Any difficulty level. The whole game is just made for you based on your inputs that will be read off your mind. AI will use brain waves to recreate dreams as video. Scary stuff
Yes, it's sad that we/I may not be alive till that day to enjoy all this technological advancements
Legendary Moonlight Sculptor :)
@@mrmeow1012
Hang in there bud we just need to make it long enough to be downloaded in to the matrix.
Just like Minecraft.
I've been saying this for years. AI is the next big revolution in video games.. Increases in graphical fidelity are going to continue on, but the improvements aren't the huge leaps that they once were.. AI though, that's going to completely change the way we interact with and experience games.. A truly amazing time to he alive, indeed..
You people are amazing. Please continue doing the work needed to push humanity into the age of AI!
I can't imagine how you can get it to distinguish the end and beginning of new objects. I guess like the outline of objects distinguishes where they start and new ones begin.. bless these men lol
Imagine an open world game that would render a new world each time...
Minecraft?
@Evi1M4chine While true, this is a major leap forward if not an evolution of those sorts of systems which minimize that golden ratio of effort to quality. Imagine this technology being used to quickly create realistic and believable environments like forests, which even today I find a bit lackluster and sometimes repetitive. Keep in mind that the systems you mentioned rely on developer-created assets to populate those random environments... this tech would completely change that.
Get out of my room, im playing minecraft
Elder Scrolls 1 Did it. But soon elder scrolls 7 will. Now that will be something.
@@bisterkding9249 It seems to me this is just another example of as above so below.
Them - “Who created this world?”
Shaggy - “Wasn’t me”
1:18 thanks for telling me it looked so realistic i wouldnt have noticed it was edited.
*makes amazing AI city sim, is unexcited* *makes coworker dance funny, GIANT SMILE*. Love it
Wikipedia: Cuda core or the "Green Pill" is the predecessor from the The red and the blue Pills from the Prophecy of Morpheus.
This Wikipedia Entry is created by Machines
1 day the game will look same as real life in feature
What an awesome sentence. "One day we will all be dead". See, something else nobody knew about.
real life is one big game
Who wants games looks like real life? Game graphics should be better!
There will be information and quality loss tho in simulating a universe, sadly. But to those in that simulation, it would be normal and they would not perceive it.
@@Noahdaceo Our senses are limited enough that a computer simulation can be so good, that we simply cannot perceive a difference with the real universe. So from a human perspective, games will one day be able to look exactly like real life.
im a big fan of nvidia since 2002.... thx for the memories.. yea still saving portion of my salary for a new spec hope u guys getting one too and lets run crysis benchmark all over again
putting the graphics engine vs AI rendering aside, this video made me realize that i've never seen an open-world urban video game put the POV low enough to the ground to make the cars in front of you seem realistic. literally just adjusting the plane at which you see traffic ahead of you just a few degrees would have a huge impact on how games feel.
it's scary, awesome
0:20 kinda looks like old FMV games
You can see the excitement and lride in them talking about it, technology is coming such a long way
Shout out to my people in Nvidia , i love you guys , you all doing a great job #NvidiaForLife. Happy holiday to all on nvidia.
Everyone's excuse when machines start co existing with humans:
"The machine did it not me"
This might be one of the few decent comments on here.
The applications of this technology are amazing and equally terrifying
That will come in handy in next Microsoft Flight Sim. We were always missing life road traffic 🙌
Guy: "it was created by machines, it's not me"
Judge: Mmmm, sure. GUILTY!
GTA 6
gta 16
gta 26
Gta 666
GTA 76
Gta69
The interviews were the most AI thing in the whole video.
Damn we will have some crazy new gaming experience coming up in next gen Nvidia you guys are doing a great job with new tech!
What music is in the background?
ua-cam.com/video/Vomm3G2FByc/v-deo.html
the video of that guy dancing is scary. Just imagine what people could do with that kind of technology.
you know deep fakes?
@@Sir_Panicaim you gota be dumb to see its not false just look how the darkness of his window was cut by the white near his hand
@@latioswarshowdown1202 Not quiet sure what you mean i was referring to "that kind of technology" and gave "deep fakes" as example since it something in that direction.
I never wrote it looked real or was convincing.
I would love to see more on this.
wanted to see more of the realtime synthesized environment! as well as UnReal Synthesized Envirnments like an electric dream
0:33 welcome to Aachen :D
thought I recognized it!
I hitchhiked from that gas station once.
- dude is that you dancing?
-no, of course not!
its uhhhhh ai rendered
I just realized this was uploaded a week ago and not during 2009 I'm shocked
Okay guys this is actually crazy and this is history happening before our eyes.
"I made my co-author to dance the Gangam Style"
So what year it is?
Here... It says 2018
He's been in a hole coding for a while though.
0:08 : The frames that you see is not rendered by a graphics engine
0:45 : BTW were using unreal engine 4
UE4 =/= graphics engine. I know that it's usually only refered to as graphics engine, but that is just a part of it.
If you listen, the guy says that they use UE to generate the base shapes, it generates basic video using select colors to tell the AI what this pixel is, what this object is, etc. The rest is all generated AI. It's basically like rotoscoping.
UE4 is used to map out the space, so the AI knows what you want it to paint.
Unreal Engine 4 is a game engine not a graphic engine.
They are using unreal engine as the API which also limits their ability to let the AI plot graphics in whatever way it would want to. But thats only because they have to start somewhere. In a couple of years the AI will give I/O directly to the GPU
The more I watch this kind of stuff, the more I believe this is all a big simulation. I hope so.
Dayum son, this is crazy, future of videgames looks good
Thank you for not showing us more than a second of actual footage :)
B-Bud It probably took a full month to render. I’m happy with what I’m seeing
FUTURE
I have no idea what this is, but.. *this is epic*
I hope that with the technology that is developing now, we are also developing into a better human being.
Can they use google street view with this?
probably not. I wouldn't have thought there was enough data there to properly segment, and thereby learn from. However, it might be able to provide a richer street view in the future whereby it could render street view in much higher fidelity / interactivity by filling in the gaps
@@sheppo Actually they can. just convert it into a video then let the AI do it's job.
AI Is going to be so intelligent soon that it will, well Terminators movies will explain all hahaha
Skynet is already in China,
Face recognition/surveilance system
thats why gamers are born to kill those AI 😈
Problem is that Skynet from Terminator movies is extremely dumb.
It's super inefficient and uses borderline retarded strategies against humans.
At least we will get one more good terminator story. Too bad it will be a bit too immersive
AI is only a tool. It's only video game AI. It learns yet, is only bound by the program.
This is astonishing! I would like to participate in this work
*That's amazing!*
...the dance model I mean.
So it begins...
Wow, imagin, instead of creating a city map, you just drive around with 360 deg cameras, recording and then the AI can build rough objects so devs can put good textures on them, this could save quite a bit of time.
already exist that is called scaning and dev don't have to put texture it's also copy the "real" texture
This is pretty much already possible with things like Wave Function Collapse, but you don't need to drive around with a 360 camera.
Great, next thing to figure out is make that in 60fps.
it is really great. how demanding is the computing? can i run it on my desktop?
It’s called the matrix
when u caught cheating ur wife "that was created by machines, its not me"
It's like photo gammetry but adding the motions. I wonder if it adds actions like collision etc to it
Can't wait to virtually drive around my city
This is how The Matrix starts.
Are you thinking the same as me? p07n
No nut nov.... Wait?! Never mind green light is on.
search for deepfakes
Already exists.. It's called "deepfakes"
pr0n not p07n you idiot
i'm curious what with this project right now? I hope they still working on that, because this is amazing
The day we will be able to create a perfect simulation of our world, we will know we are certainly living in a simulation too.
NVIDIA is going to bring on the Singularity.
This is more like advanced scene generated sprites. The most interesting aspect is the AI's ability to randomly or custom create new worlds. It isn't so interesting when it is just mimicking an existing scene other than for comparison.
It has to learn how to build a world first. Only way is to see what we know
If this can help people drive better & use their turn signals, Im all for it
is this point cloud or polygonal data? Or is it something totally new? looks like photogrammetry with the exception that you can edit data and modify it realtime, i knew someone would make something like this in my lifespan.
Whats the point of this technology?
Since NVidia has their majority audience in gamers, which is technically only because incidentially gamers are the majority of people who need high-level hardware, its safe to assume for what in 20 years will be the first _open_ world game.
The uses for something like this can't be calculated yet beyond the most immediate and obvious ones (for example, video games). In many cases, we can't yet imagine what people will do with this yet but as it develops and becomes available to more people, we'll start to see more. That said, as humans, we tend to (often need to) simulate a wide variety of things for a wide variety of reasons. Simulations in this case need to be as realistic as possible. Imagine, for example, we discovered today a way to make flying cars work very efficiently, and that most will be able to afford them, and that we could have them ready today. Well, we couldn't just sell them... laws need to be made, and safety tested. How do we test these things without endangering the very cities they need to be tested in? Simulations. A simulation, in this case, would need to (as accurately as we can) be able to simulate and test these flying cars under a huge number of circumstances, over large periods of time with a crazy number of variables.
To give a video game example - game developers could perhaps create worlds very easily by constructing them in 2D (for example, imagine top-down like google maps) and this technology could then perhaps generate the (increasingly realistic over time) graphics for things like buildings, sidewalks, other cars, their behaviors, pedestrians and their erratic and varying behaviors, etc. Right now all of that has to be designed "by hand" and pieced together, which is one of the reasons games these days are taking so long to make (and as a result costing so much money to develop). To give you an idea, GTA5 is estimated to have cost $265 Million to make... now, it has in that time made approximately $6 Billion (yea, with a "B"), but that up front cost is not something many developers can risk. With something like this kind technology, it could really open up games of that scope to more developers while simultaneously ramping up the realism of said games significantly.
Anyway, I am not an expert on this stuff at all, but these are some examples I think help illustrate the point of this stuff ;)
The Matrix.
Now game industry didnt have to paid millions of dollars for their worker's many hours and days of their work and use a machine instead
Fake reality, put a mask on top of reality. Make reality look happy, look grim, change faces, change licence plates, change streetsigns etc
This comment was created by machines it’s not me 😅
Funny thing Is i'm more impressed by the superimposed artificial image tech they showed at the end rather than the main thing they showed throughout the video lol. I get the gist of how AI reproduced or repurposed images and video frames into a virtual environment run on UE4. But to make that fake coworker dancing thing look so realistic as opposed to what normal people do with after effects and such on youtube, I want to see a little bit of their process explained instead.
I wonder if films(Movies) will still have a purpose in the future when video games will look so realistic you wont be able to tell the difference between a movie or a video game.
The end is near
@RoyalPizzaKing then what happen after we dead?
@RoyalPizzaKing This made me contemplating suicide. I would like to break my code
@RoyalPizzaKing I want a new brain i hve depression.. hmm
RoyalPizzaKing incorrect!