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We have 13B hours of player interaction on the platform monthly. This data enables us to train intelligent NPCs that can reason and interact in 3D worlds. Our training goes beyond videos of gameplay and simple WASD actions, utilizing our full data model for a more detailed representation of... show more

Roblox

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288,814 görüntüleme • 7 ay önce •via X (Twitter)

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Roblox profil fotoğrafı

Roblox7 ay önce

To support massive, high-fidelity worlds, our engine implements an efficient LOD strategy with a cloud transcoding system that streams meshes and textures, even on lower end mobile devices. We are expanding this framework to AI upsampling of 3D worlds from prompts. In this preview video below, with a single user prompt, our 3D upsampling technology updates the geometry and texture to transform the classic Roblox game Crossroads into a fantasy world with rich organic detail. 3/4

Roblox profil fotoğrafı

Roblox7 ay önce

In our research lab, we are building “real-time dreaming” - the ability to generate fully playable video worlds prompted from any text or image. Our real-time, action conditioned world model (currently running internally at 16fps at 832x480p) is trained on a combination of data, including proprietary Roblox 3D avatar/world interaction data. World models are different from multiplayer engines in that they store state and memory in video latents. Roblox is multiplayer, and we are actively researching optimal ways to simultaneously store state for thousands of players, and keep them in sync with their environment. Our world model leverages database technology which stores all user interactions on Roblox in a vector format that can be used to re-render video and interaction from any camera angle. We see several immediate uses for our Roblox world model. We will use it side-by-side text, image and video prompts as a way to launch auto-generation of immersive worlds. In Roblox Studio, a creator could walk around and use prompts to “paint” a world and then convert it into a 3D representation or direct to Roblox native as a way for many people to play simultaneously. All of this comes alive as we explore the notion of a “Dream Theater” - where one user is dreaming, while others watch and prompt them. 2/4

Roblox profil fotoğrafı

Roblox7 ay önce

Today, we’re launching 4D generation, powered by our Cube Foundation Model. Creators can build experiences that let players create interactive 3D objects like cars, planes, and more. This is just the beginning, see what's next with AI-powered creation. 1/4

Stranger profil fotoğrafı

Stranger7 ay önce

We all want to interact with actual players, not clankers.

Zombiefin #RDC26 profil fotoğrafı

Zombiefin #RDC267 ay önce

Please tell me this involves improving the PathfindingService.

LaCaritaFeliz profil fotoğrafı

LaCaritaFeliz7 ay önce

The NPCs are actually getting smarter

Taterbot44 (Gavan's Command Block) 👍 profil fotoğrafı

Taterbot44 (Gavan's Command Block) 👍7 ay önce

They'll never be him

Adam ✦ profil fotoğrafı

Adam ✦7 ay önce

Wait, did you just admit that you're using your player base to train AI without their consent?

waitinggondeath profil fotoğrafı

waitinggondeath7 ay önce

Bro nobody wants to play with clankers this is a bad idea, Roblox is about making real connections not this bs AI 🤖

Commissar Chow profil fotoğrafı

Commissar Chow7 ay önce

Negative Negative Negative Solid. Yall got one out of four on your updates

Jailnofree profil fotoğrafı

Jailnofree7 ay önce

It's like if every single person alive played for 1 hour and 4 minutes

lgk profil fotoğrafı

lgk7 ay önce

so you created the ability for predators to practice grooming children with the npcs trained on said childrens play time....?

FishycraftPrima profil fotoğrafı

FishycraftPrima7 ay önce

Can they even pick up a gun tho

BringBackEgg2018(#BringBackFaces profil fotoğrafı

BringBackEgg2018(#BringBackFaces7 ay önce

This part is actually very cool especially since it reminds me in the Npcs in GTA

ToriTailed (VOTE #ANDREWYOUTOOZ) profil fotoğrafı

ToriTailed (VOTE #ANDREWYOUTOOZ)7 ay önce

Do we really need bots in Roblox though

flagmerald profil fotoğrafı

flagmerald7 ay önce

unrelated but please add more classic faces!

𝙍𝙖𝙣𝙜𝙚𝙧𝘽𝙡𝙤𝙭𝙨 profil fotoğrafı

𝙍𝙖𝙣𝙜𝙚𝙧𝘽𝙡𝙤𝙭𝙨7 ay önce

This is good, would love to see more high quality games use NPC’s in the future! I started playing Little Nightmares 3 yesterday and the NPC is pretty good!

diotorm profil fotoğrafı

diotorm7 ay önce

wowww using kids as data mules great

humor profil fotoğrafı

humor7 ay önce

whats next the living souls project

Bob Jennings profil fotoğrafı

Bob Jennings7 ay önce

this is wild!

EVANFORSALE profil fotoğrafı

EVANFORSALE7 ay önce

Those ai shits gonna backshot us to hell by their training data type shi ngl😭😭🙏🙏🙏🙏

Tamaki Literally profil fotoğrafı

Tamaki Literally7 ay önce

The bots boutta to crazy

Sarge profil fotoğrafı

Sarge7 ay önce

Check @NeocortexLink folks😄

tony profil fotoğrafı

tony7 ay önce

cool but do they still run into walls

4Hangar🍉🏳️‍⚧️ profil fotoğrafı

4Hangar🍉🏳️‍⚧️7 ay önce

@Roblox how do I be excluded from training

Dominic DiTanna profil fotoğrafı

Dominic DiTanna7 ay önce

How do I get access to this? @Roblox would love to make a YouTube video testing it! Dm me thx!

Mr.4ndrsn profil fotoğrafı

Mr.4ndrsn7 ay önce

RAAAAAH

Hombraie85 profil fotoğrafı

Hombraie857 ay önce

#MeltDavidBazuki

ChavaWolfy profil fotoğrafı

ChavaWolfy7 ay önce

"YOU ARE ALL BOTS"

HankACHOOOOOOOO profil fotoğrafı

HankACHOOOOOOOO7 ay önce

Fuck you, Roblox.

GlasticRoz (Schrödinger) profil fotoğrafı

GlasticRoz (Schrödinger)7 ay önce

That is actually good. If only you guys used AI just for that and not the whole plataform, fuck those investors

HYPE profil fotoğrafı

HYPE7 ay önce

I called it, I said to train the AI. Is that why the change with the agee verification? I see that there's got to be more to things. I like what I see in the video, I dont know why others don't like it. They are kids, and we have to help them ! Not just here , but in real life !!! It matters! We cant go back in time, so the time is now! We each have to do our part! Im so lost though, you will see why! I like the video, lots dont ! Hopefully i can't find out why!

eden 🧁 profil fotoğrafı

eden 🧁7 ay önce

why are my interactions being fed to CLANKERS

@Quad profil fotoğrafı

@Quad5 ay önce

You forgot to thank all people for using "Data Sharing" in the studio to train your models. I turn that shit off. You are welcome.

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In our research lab, we are building “real-time dreaming” - the ability to generate fully playable video worlds prompted from any text or image. Our real-time, action conditioned world model (currently running internally at 16fps at 832x480p) is trained on a combination of data, including proprietary Roblox 3D avatar/world interaction data. World models are different from multiplayer engines in that they store state and memory in video latents. Roblox is multiplayer, and we are actively researching optimal ways to simultaneously store state for thousands of players, and keep them in sync with their environment. Our world model leverages database technology which stores all user interactions on Roblox in a vector format that can be used to re-render video and interaction from any camera angle. We see several immediate uses for our Roblox world model. We will use it side-by-side text, image and video prompts as a way to launch auto-generation of immersive worlds. In Roblox Studio, a creator could walk around and use prompts to “paint” a world and then convert it into a 3D representation or direct to Roblox native as a way for many people to play simultaneously. All of this comes alive as we explore the notion of a “Dream Theater” - where one user is dreaming, while others watch and prompt them. 2/4

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To support massive, high-fidelity worlds, our engine implements an efficient LOD strategy with a cloud transcoding system that streams meshes and textures, even on lower end mobile devices. We are expanding this framework to AI upsampling of 3D worlds from prompts. In this preview video below, with a single user prompt, our 3D upsampling technology updates the geometry and texture to transform the classic Roblox game Crossroads into a fantasy world with rich organic detail. 3/4

To support massive, high-fidelity worlds, our engine implements an efficient LOD strategy with a cloud transcoding system that streams meshes and textures, even on lower end mobile devices. We are expanding this framework to AI upsampling of 3D worlds from prompts. In this preview video below, with a single user prompt, our 3D upsampling technology updates the geometry and texture to transform the classic Roblox game Crossroads into a fantasy world with rich organic detail. 3/4

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New PNAS paper. Historical GDP per capita data is scarce, but data on the places of birth, death, and occupations of famous individuals is abundant. In this paper we estimate the historical GDP per capita of hundreds of regions in Europe and North America using a machine learning model that leveraged data on about 500k famous biographies. Our estimates more-or-less quadruple the availability of historical GDP per capita estimates for the last 700 years. So why use biographies to augment historical GDP per capita data? Biographical data contains information about people who might have contributed directly to economic growth, like James Watt, or that were attracted to wealthy places looking for patrons, like Michelangelo. So we--mainly Philipp (Philipp Koch)--used this data to construct hundreds of features describing each European region. Then, we trained a machine learning model to find the features that explained most of the variance in a cross-validation test, where we split regions multiple times into a training set and a test set. On average, the model explained about 90% of the variance in GDP per capita of the regions it had not seen during training. But we wanted to go further, and Philipp really went to town by looking at different ways to validate our estimates. We found our estimates correlate positively with historical measures of wellbeing, church building activity, urbanization, and body height. We also used these measures to reproduce the basic Atlantic trade result of Acemoglu, Johnson, and Robison and to explore the economic consequences of the famous Lisbon earthquake of 1755. But what I personally loved most about this project, other than working with Philipp Koch and V, is that it shows that we can use machine learning methods not only to explore the future, but the past. There is a bright and growing future in the use of machine learning for economic history. Hope you enjoy the paper and the data. You can find links to the paper and a data exploration tool in the first comment.

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A 3D model showing how tiny we are compared to the visible universe. Is it really possible that intelligent life exists only on our planet, among all this diversity of planets and stars?

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To give you a perspective on how advanced the NPC interaction system in GTA VI is going to be, here's a direct comparison between GTA V and Red Dead Redemption 2 In GTA V, the only option is to greet or insult NPCs depending on the character that you're playing as, in this case here Trevor will insult them. Red Dead Redemption 2 on the other hand has a completely different NPC interaction system where you have the option to greet, antagonize or rob NPCs. These options alone can give you the freedom to greet an NPC first, then immediately antagonize them to allow for different outcomes based on how you choose to interact with NPCs. This alone was a game changer and you can expect Grand Theft Auto VI to have an even more complex NPC interaction system compared to Red Dead Redemption 2, with more dialogue options and different outcomes. Its probably one of the reasons why GTA VI is taking much longer to develop, imagine how many lines of dialogue Rockstar Games had to record and make all of them work seamlessly by the time the game comes out.

To give you a perspective on how advanced the NPC interaction system in GTA VI is going to be, here's a direct comparison between GTA V and Red Dead Redemption 2 In GTA V, the only option is to greet or insult NPCs depending on the character that you're playing as, in this case here Trevor will insult them. Red Dead Redemption 2 on the other hand has a completely different NPC interaction system where you have the option to greet, antagonize or rob NPCs. These options alone can give you the freedom to greet an NPC first, then immediately antagonize them to allow for different outcomes based on how you choose to interact with NPCs. This alone was a game changer and you can expect Grand Theft Auto VI to have an even more complex NPC interaction system compared to Red Dead Redemption 2, with more dialogue options and different outcomes. Its probably one of the reasons why GTA VI is taking much longer to develop, imagine how many lines of dialogue Rockstar Games had to record and make all of them work seamlessly by the time the game comes out.

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Tony Blair and Oracle co-founder Larry Ellison plan to use digital ID to "unify" all data on each country's citizens "so it can be consumed and used by" their AI models. "We have to take all of this data... and move it into a single... unified data platform." "When we want to ask a question, we've provided that AI model with all the data they need to understand our country." "We need to unify all of the national data, put it into a database where it's easily consumable by the AI model, and then ask whatever question you like."

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