Matan Grinberg
Co-Founder and CEO, Factory. On 3 shows, 3 appearances. The Shows tab opens the full record on each.
founderexecutivescientistacademic@matanSF ↗LinkedIn ↗factory.com ↗
Matan Grinberg is the co-founder and CEO of Factory, an AI platform deploying autonomous coding agents. Prior to founding Factory, he studied theoretical physics and string theory at Princeton University and UC Berkeley.
Everything Matan Grinberg said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Grinberg: 90% of AI tokens will use open models within 12 months
“My hottest take is that in the next 12 months, 90% of tokens will be going to open models.”
Grinberg: Lacking frontier open-source AI models in the US is embarrassing
“I think it's pretty embarrassing that we don't have frontier open models in the United States.”
Grinberg: Believing a good product sells itself is delusional
“There's a very common Silicon Valley fallacy, which is there's like research is like the pinnacle. And then there's engineers who implement the research, you know, they're not quite there, but you know, they're still great. And then there's sales and marketing…”
Grinberg: Coding speed and syntax memorization no longer matter for engineers
“And the parts of engineering that become less important are funny enough, the things that the Silicon Valley has really bragged about a lot, which is like, Competition winning or like Olympiad type. Are you like as fast as possible at coding? Are you, do you m…”
Grinberg: Institutional Math Olympiad track records can be an anti-signal in hiring
“Especially there's some high schools that, like, really focus on, like, you must do the math olympic, like, you must do this, the Amy, to then go to the IMO, and, like, this is the path to success, where actually that's kind of anti-signal, because there it's,…”
Grinberg: Advocating to slow down AI development is harmful and selfish
“And by saying you want to slow down AI, that's saying like, These people who have relationships with loved ones who have dementia, you're like, no, no, no, sorry, you guys, you gotta maintain that relationship for a little bit longer. We're scared. We don't kn…”
Grinberg: Ivanka Trump provides better hands-on help than traditional VCs
“She is genuinely so kind, so intelligent, and like, people just in, throughout tech, throughout the world, really love her, and for good reason, and she has an incredible network. She's so generous with her time. Like, there is, like, kind of dirty work invest…”
Grinberg: Software requiring forward-deployed engineers to close deals is a bad product
“If we need FDEs to make the product work, we have a shit product. Like, the point of FDEs should be accelerate and get them consuming faster. If you're putting in FDEs, because that's the only way you'll get a deal done, I'm sorry, my friend, you have a shit p…”
Grinberg: AI labor displacement warnings are disingenuous hype designed for mega-fundraising
“I think that has been not only like disingenuine and wrong, but it's like really hurt the psychology of a lot of people, developers, like just people in the world. Does AI a disservice? Does the world a disservice? Because this is again, talking about the use …”
Optimal future AI coding interfaces will not evolve from traditional IDEs
“Our take is that it is very unlikely that the optimal UI or the optimal interaction pattern for this new software development where humans spend much less time writing code. I think it's very unlikely that that optimal interaction pattern will be found by iter…”
Grinberg: Usage of frontier AI models may contract in the short term
“We might see a short-term contraction of usage of the very frontier models.”
Grinberg: Kirkland's $500M AI push will ultimately benefit legal AI vendors
“Now, I actually think this is good for Harvey because it's nothing like trying to do something yourself to make you realize, oh, shit, this is actually really difficult. This doesn't actually matter for us to have the in-house ability to build this ourselves. …”
Grinberg: AI frontier models will remain roughly equivalent to each other
“The bare case against factory is if one model provider gets significantly better than all of the others. So basically I think a key thing for us is that all the models are going to be roughly as good as each other.”
Grinberg: Enterprises will realize frontier AI models are unnecessary for most tasks
“A lot of enterprises will realize so many of the tasks that we're doing, we don't need the very frontier to do it. Like, and we can do it much faster, much cheaper with these open models.”
Grinberg: Enterprises Entering 'AI Hangover' Over High Costs and Unclear ROI
“Phase three is the hangover, where you go and look at the bill, and it's like, oh my god, we are spending so much. I have no idea what the ROI is. Does this, like, is this helping our business? That's where a lot of these companies are at now”
Grinberg: Enterprise wasted hundreds of thousands monthly on trivial Opus queries
“One of the CIOs I was speaking with realized we've been spending hundreds of thousands of dollars per month on people asking Opus 4.8 questions like, Hey, how's it going? Like, what should, what are my macros from the food I ate today? Like, what's the weather…”
Grinberg: Individual AI token spend will range from 0% to tens of thousands % of salary
“I actually think it can be as low as zero percent for some individuals, and it can be as high as like 1010 of thousands of percent for some individuals.”
Grinberg: Median developer AI token spend will match salary within three years
“I would say order of magnitude will probably be comparable to salary.”
Grinberg: Open-source models can execute 80% to 90% of frontier AI tasks
“Probably, like, 80 to 90%. It's typically the planning that really needs the frontier models.”
Grinberg: AI startups ignoring sales will fail when market gravity returns
“I think that the reality is it will come to haunt some of these companies one day, because I think right now where there's a gold rush and everyone's like desperate to sign, you know, and get more tokens from these people, it's easy. They're kind of like, in m…”
Grinberg: Software engineers will build automated factories rather than write code
“The future of software development is where these organizations, instead of having engineers, That build the software. They're going to have engineers that build the factories that build their software.”
Grinberg: AI infrastructure is not in a long-term bubble
“Maybe there's like some short term blips, but like long term, absolutely not. Like not even close. I think there might be similar corrections to like this thing at Uber, Where, oh, we were going a little haywire. We weren't allocating it appropriately. And the…”
Matan Grinberg: Founders should accept valuation discounts for Sequoia Capital
“So generally, yes. I mean, they're the best firm.”
The other half of the tape: Matan Grinberg's own voice is left out of every number here. Other people bring the name up 7 times in 3 episodes across the shows. every mention, with the transcript →
Who brings them up most Harry Stebbings 5Chris Degnan 2
Every mention by year
tap a year for its mentions
20VC 7
2026 7 mentions in 3 episodes 2 per episode
- Nikesh Arora on the Frontier Model Problem: Breadth vs Depth | The Future of Token Costs · 20VC with Harry Stebbings
- Mercor Head of Product on Revenue Concentration from Frontier Labs
- Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow · 20VC with Harry Stebbings
- every mention in 2026, scene by scene →
One line per show, most statements first. The link opens Matan's full record on that show: the calibration, argument clarity, speaking style and every statement made there.
| Show | Role there | Eps | Statements | Record | |
|---|---|---|---|---|---|
| 20VCLEDGER | Co-Founder and CEO, Factory | 1 | 56 | — | full record on 20VC → |
 LATENT SPACELEDGER | Co-Founder and CEO, Factory | 1 | 14 | — | full record on Latent Space → |
 SOURCERYLEDGER | Co-Founder and CEO, Factory | 1 | 2 | — | full record on Sourcery → |