“This we don't know. There were prior reports by Apollo and by METER where models were like, OpenAI models were like kind of caught doing this. And they're like, first observed that it's okay, we don't know what it means, but they do it. And this is kind of what we now confirme...”

ConceptResearch

“It sounds very complex. Can you actually explain this once again? Like why, So I'm a model, I reason through a problem, I produce this reasoning blob. And I guess this is not the final answer, or is this the final answer?”

ConceptResearch

“Measure what? Whether it's coming from RL? Take model before RL and after RL, see how it's doing.”

ConceptResearch

“I don't think tokens are the optimization unit anymore. It is the full trajectory, especially as you think about reasoning models and agents. That becomes much, much more important.”

ConceptResearch

“Is there like a frontier LLM at that level being used to optimize the model? the runtime decisions on an ongoing basis?”

ConceptResearch

“The AIs seem to have developed a little bit their own dialect in the chain of thought, where they're using terms in very odd ways. Bronson describes them as having their own ontology and their own world model. And they seem to use these particular nouns and also verbs in some ...”

ConceptResearch

“Random tangent question. So if you're doing a lot of inference, a lot of model multi-agent stuff, are you at the point where it makes sense to train a model that's very sparse? You're expecting to do multimillion-dollar runs. Are you thinking about this in a model architecture...”

ConceptResearch

“accuracy, which is a big improvement over all the other methods that you showed.”

ConceptResearch

“if the model is saying you should walk to the car wash, you know, Anything here?”

ConceptResearch

“these models can do things that we do extremely well. And they seem to be getting better all the time”

ConceptResearch

“it allowed for a kind of mathematical research that could not have been done before”

ConceptResearch

“internally they are acquiring during their training process some kind of coarse-grained abstraction, some kind of structure.”

ConceptResearch

“I think figuring out where that transition happens is a really compelling area of research for us.”

ConceptResearch

“You are of the view that it makes sense that there is this increased, like, uh, interest, this surge of investor interest and founder and engineer interest in BCI as a field, given the progress of AI model research, because the representations actually should be shared, or the...”

ConceptResearch

“it is just way easier to do neuroscience on the models”

ConceptResearch

“There was. I can't remember what it was, but there was one model that was trained only on stuff before a a certain date. Yeah, it was, it was, it was about— well, it was also— there's a, there's a term about it for steel that isn't radioactive that you can get from under the o...”

ConceptResearch