AI systems

“I think that will happen when those systems become reliable in such a way as to be very autonomous. Right now, those systems are clearly not autonomous.”

“The next generation of and the next step forward and what we can get out of AI systems is going to depend a lot on, How well we can integrate agentic workflows and actually get these AI systems to do things, not just kind of summarize and tell us information.”

“A smarter person is going to say, no, they should not do math. Instead, I should write the two lines of Python, which I know how to, you know, direct and run the Python in order to solve the math problem. I think of trust in a very similar way. There are well-…”

“I think one fallacy is thinking about intelligence as a scalar. We've consistently seen these systems have a very odd spikiness, and it's actually possible to architect a system that is world-class on some math domain, but then you could do some perturbations …”

“So rolling forward that software engineering self-improvement, I think you're going to have a system that can write complete repositories, identify bugs, refactor code, But it doesn't suddenly understand biology. Right? It's just like there's a domain gap ther…”

“The opinion that I and others held as periodic was, you're not going to see the same kind of acceleration in science and technology unless you start connecting these things to the physical world.”

“There's a lot of systems where that's just not viable technically because AI today runs On the cloud, on someone else's infrastructure, on your endpoint, and just proxy is not always an option.”

“The hard problem is understanding if what I should do now. It turns out that in the case of AI systems, that is the hard question. Like, what is the engine that needs to underwrite these different actions and say if they're okay or not? And because We need to …”