“Yeah. The, at the last stage there, when you said then you have these different targets competing with each other, are you using evolutionary AI where you're You're coming, different models produce an output and then you take the best and combine those models. Yeah. Yeah.”

ConceptResearch

“we can generate millions of models, right? In a matter of minutes. But that's the beauty of it”

ConceptResearch

“And again, on the underlying AI, can you talk about the different models? I mean, you said it's an ensemble of models, but can you talk about the different architectures underlying Yeah, I mean, I can't talk too much about the architecture.”

ConceptResearch

“can run fast enough on an iPhone to be a real option for basic use cases”

ConceptResearch

“delivering the reliability of much larger instances of artificial intelligence systems”

ConceptResearch

“Because when you go in the real world, the distribution shifts becomes like a real thing. Imagine you deploy a robot in an open world, kind of like, let's say, an autonomous car, a flying drone, a fixed-wing vehicle. All of these systems are going to go and very, very rapidly ...”

ConceptResearch

“I think the improvement over the other models in every area is extraordinarily clear.”

ConceptResearch

“The report was an update to the center's Remote Labor Index. The benchmark measures a model's ability to complete economically valuable tasks drawn from common freelance professions. The tasks include 3D modeling, architecture, graphic design, video and audio editing, data ana...”

ConceptResearch

“These are so not intro questions. This is absurd. All right, let me take this in 2 parts. I'm going to tackle the first part of this. So recent reports suggest advanced AI models can exhibit human-like behaviors such as fatigue, user preferences, sensitivity, tone. Okay, so I'...”

ConceptResearch

“I guess, yeah, yeah. I guess if I'm allowed, I'll do kind of at least my, the best of my knowledge overview of the last bit of time since, so obviously the field of AI and ML has been around for a while, trying to structure and learn distributions of different data. Mostly it ...”

ConceptResearch

“Essentially the story I want to tell is the story between the kind of, I don't want to call it the battle that's been going on the last few years, but essentially the story between diffusion and autoregression that's been going on the last few years. So let me start by trying ...”

ConceptResearch

“And with diffusion, what you're doing is you're not trying to model one, say like in language model, it's, uh, you know, you call it a token, but you assume like, okay, one word at a time. With diffusion, what you're trying to do is essentially— I'm trying to think how to tell...”

ConceptResearch