reasoning models

“And, you know, we find that in a lot of areas like creative writing, for instance Again, this is stuff that we want to test over the next one or two months but we find that there are areas like creative writing where this model outshines reasoning models.”

“You need knowledge in order to build reasoning on top of it. Right. a model can't kind of go in blind and just learn reasoning from scratch. So we find these two paradigms to be fairly complementary and we think, you know, they have feedback loops on each oth…”

“We are finding that with the most recent reasoning models quite unlike the models from two years ago, like the initial GPT-IV, the most recent reasoning models are getting around 90th percentile compared to these expert level virologists in their area of exper…”

“That's the transition that's going to happen over the next 15 years is that it is going to be a cheap and basically abundant resource to have these reasoning models that can take action in your workplace, that can orchestrate your apps and get things done for …”

“Models now will think for some time before they answer. And this enables much better performance on all sorts of tasks, whether it be coding or math or understanding science or understanding complex Social dilemmas, right? All sorts of different topics they're…”

“Now, the reason I wouldn't call them reasoning models, though you're right that many people do, is what I think they're doing is basically copying patterns of human reasoning. They're getting data about how humans reason certain things, but the depth of reason…”

“Most of them have actually not experienced the power of the reasoning models. They mostly are using GPT-IV-O and, you know, they mostly are kind of using it for this very kind of you know, turn-based kind of like very quick you know, back and forth, almost sea…”

“That's the part that the reasoning models don't do. They do really well at like one level of granularity... But the going back and forth between different levels of sort of resolution of action, it's really hard. So on the technical terms, we call it hierarchi…”

“The real value we're providing, again, is with the enterprise-weight context and the shared memory. And so that becomes instantly more valuable as the reasoning model gets better.”