AI systems

“And started thinking about the next 10 years. What are the next 10 years going to be for social interactions? And it's pretty obvious to a lot of people that a lot of our interactions you know, with our friends and a lot of interactions with the digital world …”

“I think there is a significant shift in the way that people think about these building these smart AI systems. And They don't try to fit the data into the model as much as give the model access to the right data when it's doing the inference, right?”

“In two years from now, I guess we won't be excited and we won't be speaking about large language models. We'll be speaking about AI systems that use maybe several language models and they orchestrate this solution problem solution in such a way that is more re…”

“It would just be really easy for one of these systems. I think even now to say, oh, well a good way to do this would be like, I'll run a phishing campaign on your behalf. And, you know, I'll just create a bunch of spam emails and we'll send them out to some hu…”

“I just think the systems we have right now are not capable enough for, to pose a risk of extinction.”

“As a more intelligent AI becomes like the harder it is to evaluate it.”

“When are we getting to a hundred percent accuracy? And I had to give them the bad news that probably never.”

“There are companies here that are making very, very good margins on serving their AI systems, like, 7080, sometimes 90%, depending on the modality and so, like with everything, the average number sucks but, like, when you look at the best companies, it's reall…”

“The entire complexity of an AI system evolves from the data they're trained on.”

“In, in general, we're not just going to like set up a system and let it think autonomously for eight years, if anything, because like the system's eight years. After will be so much more powerful that it probably doesn't make sense to let a system think for a …”

“The, there's no sharp point, or I don't think there will be a sharp point where we'll say that systems didn't, weren't able to be useful for scientific, the scientific process to their fully fledged scientists. There'll be sort of a gradual shift.”

“Where I think a concern that we have is like on the default trajectory, you maybe go straight from like AI systems that are like competitive with humans to AI systems that are wildly superhuman in a very short period of time.”