“One, so, I mean, one of the reasons to open source something is if you think it's a layer that will actually, there'll be some network effect. It'll benefit from many people collaborating on it.”
quote is from the automated transcript, cleaned for reading:
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More from Matei Zaharia
PredictionNot checkable as stated
Zaharia: Open agent hosting layers will win over proprietary alternatives
“Another way to think about it is like, imagine, you know we, our thing wasn't open. We had some kind of agent hosting thing, but it's not open. And then there is an open one. If you're, which one's gonna win in the long run? So like here, because there is this…”
Matei ZahariaJun 24, 2026▶ 12:09The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
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“A lot of coding agents today have very basic things like you can tell me which tool patterns I'll allow or disallow or whatever. It's like yes or no, but that puts you in a very tough spot. So just as an example, like, should my agent be able to read, you know…”
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Zaharia: Scaling down from bulk ingestion to serving is easier than scaling up
“It turned out that, you know, it's easier to go from that bod thing that's really good at the scale and ingesting and super low cost and create versions in it that have the speed and features of the, you know, super easy to use, like smaller data for business …”
Matei ZahariaJun 24, 2026▶ 55:55The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
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Zaharia: AI agents are useless without a collaboration and history layer
“Plus the agent is like completely useless if you can't share sessions with someone and have history and have search and all this like layer on top of it for collaboration.”
Matei ZahariaJun 24, 2026▶ 4:41The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
Disclosure
Zaharia: Databricks abandons frontier AI models to focus on agent systems
“Even though we did launch open source model DBRX, and, you know, we went up to, like, sort of above the LAMA-R III scale, we decided that we really want to focus on, there'll be so many people releasing models, and instead of doing the general model where, lik…”
Matei ZahariaJun 24, 2026▶ 1:00:03The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
“They're like, why are you doing coding agents and custom agents in the same thing, but I said it's basically the same problems.”
Matei ZahariaJun 24, 2026▶ 4:56The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
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