Autonomous AI Agents

“If you're not building some kind of controls that are built for these systems, then you're either gonna end up limiting them a lot, making them almost much less useful to the enterprise, or you're gonna miss a lot of pretty dangerous things that they might be …”

“Our CISOs, our compliance officers talk about a lethal trifecta in the enterprise context. And that lethal trifecta is when you are intermixing access to the unfettered internet, access to your knowledge base, and a coding terminal. Two of those three, no prob…”

“Like in a safe setup, you know, where they can like, because right now we definitely, we don't, we're not confident about, you know, them doing the right things all the time and measuring like how much they can push and how long they can push a task is very di…”

“So, like, I think we want to get to a world where you can have an agent that is un-bottlenecked, right? That you trust to, like, own an entire microsystem or internal tool or whatever, and can do the full iterative loop, including feedback from users, without …”

“Probably the most consistent thing I've seen is companies kind of walking back from the illusion that totally free form agents will solve all of their problems. So I think maybe like two or three months ago, Many of the pioneering companies went way down the a…”

“There's plenty of products like that that exists. They all suck because the models are nowhere close to reliable enough where you can actually depend on it to do any of those activities. And even if it has, let's say even a model has like 90% reliability, whic…”

“I'm not an expert in the field, but I believe that this is gonna we need Another giant leap of innovation to get there. I'm not sure just throwing compute and increasing the number of GPUs without some fundamental discovery, it's gonna create this.”

“So theoretically, if it's anywhere close can a copilot or sorry, an agent is probably four to five times more productivity boosting job producing than an agent, than a copilot.”

“The diff between this, where we are today, and that is kind of like the diff between the first calculator and where computers are today.”

“So to your question of, like, what agents work well and what doesn't work well, like, most of the agents don't work well, and we're slowly making them work better by improving the underlying model and improving these.”

“The practicalities of an enterprise is there is either an implicit or explicit, and often it's kind of fifty-fifty or some combination, implicit-explicit state machine that represents that enterprise. So the idea that you're just going to have an agent that ki…”