The Ledger, every show

“We actually believe that this is going to be the next paradigm of rendering. So it's going to replace how rasterizers, it's going to replace DLSS today because it not only has these pixel prior that's learned from the world, such that you can literally play an…”

“Having a world simulator that can produce pixel coherency is very, very useful for games and, you know, marketing and all these things, but it's not as useful as people think when it comes to causal reasoning, when it comes to embodied AI.”

“We were actually generating a lot of synthetic data and showing that, hey, you can actually, these synthetic data are actually as useful as real-world data when it comes to multimodal pre-training.”

“On our way to, let's call it embodied general intelligence, Models need to learn the consequences behind their actions, which means that they need interactive data.”

“I do feel like sometimes people confuse like, oh, like we're taking an, a method with abstraction. That means they don't believe in bitter lesson. Like that's just false, right? Like we are believers in bitter lesson, but then I feel like the question that we …”

“Within our world modeling framework, we think there are two models that we train, right? Like there's the multimodal reasoning model that we just talked about that essentially handles Mainly the causality, the persistency, and logic, determinism, determinism o…”

“But it's a lot easier to change with code, as opposed to a model that is Learned primarily on data of real world and virtual worlds that are, I guess, like for example, junior, like there's actually trained on a lot of real world data and a lot of virtual gami…”

“The way we think about it is like physics engine or tools or code are cognitive tools, like borrowing Chris's term, right? Like tools that the model can employ as means to an end.”

“So if you just actually just like prompt our Model to say, hey, like configure the multiplayer, then it'll do like this. You'll be able to configure multiplayer. Persistency database for you.”

“Depending on your end goal and purpose, the values should differ. So in the context of games, then the most direct way of measuring is how much time are people actually spending in this world that you create? And if your goal is to say, for example, in the con…”

“I'll maybe start with where we see the platform in three years, which is like, okay, the users would tell us what they want to achieve. The end goal could be, hey, I just, I want to make something to teach my kids the value of humility. Or it could be, hey, I …”

“In industry, like folks at NVIDIA are actually paying a lot of dollars to purchase these types of interactive worlds, whether it's for the sake of evaluation or training the robots or policies or models.”

“We do want to basically like, we, our model model, like the one we're training is basically Towards the goal of having a combined latent representation across all these different modalities, right? Such that you can like reason across these different modalitie…”