agent

“If you go and ask like 10 AI startups that are doing anything with agents, you'll probably get, you know, more or less 10 different architectures of kind of how the agent actually functions. But what is at least similar to all of them is the LLM or the model i…”

“I mean, I think ultimately, I think agents are gonna start In an area that they'll feel pretty it'll feel like a toy, just like with any technology. So maybe you know, we'll all start with like a language learning agent, or we'll start with a cooking aid agent…”

“I think that we're going to end up with probably a kind of, Economics model where agents talk to other agents and negotiate things between themselves and then give you back the results, right? And you will have the service providers with agents as well that ar…”

“The reason that we keep hearing about agents, but never about what agents can do, is because the most common feature of agents is that they fail. There was a Salesforce paper that came out fairly recently that said, I think that they just categorically break d…”

“These entities, these agents are going to start showing up in all places where you do work, whether that's your Slack or your Teams, for example.”

“I think every engineer would need to learn the skills of being an engineering manager because you'll have a set of agents, if not humans working with you to be able to sort of deal with code that from a size and a scale perspective is exponential compared to w…”

“That end state of everything is going to be run by agents, billions of agents. I mean, I think it's just, it's an unrealistic, hyped up end state right now that we're not ready to get to, and I think there's a lot of other people that are now saying the same t…”

“So the combination of these static systems, which you can call orchestration if you want, And the dynamic systems that you can call agents is going to stay super important because the two things are moving up together so that we can tackle problems that are mo…”

“World models are absolutely essential when you want to build agents, because these agents are going to take actions, which is going to change the world. You want to be able to predict these effects.”

“There's five or 10 or a hundred times more agents in the future than people, Which is, I think, a relatively safe assumption given the productivity increase that they're going to enable.”

“We had this strong thesis and vision that the intelligence will come not just from building ever smarter and ever bigger and more powerful single agents But more through what we call horizontal scaling. So we distributed systems, a lot of agents coming togethe…”

“Six to 12 months ago, the approach was just jam as much information into whatever system you can. And we were kind of promised that it would just work and AI is just gonna, and like, there's, you know, you'd get this feeling that, oh wait, a hundred page PDF. …”

“The agents have infinite time to research every possible detail. And so they're going to look for where the richest sources of information that are online, which are going to be for the established big companies that are out there.”