Factory

18 statements across 3 episodes · 9 bullish · 4 bearish · 3 people on the record · first statement Jun 6, 2026 by Harry Stebbings · said 46 times in 10 episodes since 2025 · across every show →

Mentions by year

brought up most by Harry Stebbings (17), Matan Grinberg (15), Chris Degnan (8), Rory O'Driscoll (2), Jerry Murdock (1), Eno Reyes (1)

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2026 45 mentions in 9 episodes 5 per episode
2025 1 mention in 1 episode

every mention, scene by scene, with the transcript →

Everything said about Factory, oldest first

Jun 6, 2026 bullish
Prediction Open · timeframe Jun 2029
Stebbings: Cognition and Factory will thrive due to model independence
“I respectfully disagree, and that's why I actually think both Cognition and Factory will do very well, because they're model independent”
Harry Stebbings Jun 6, 2026 ▶ 37:17 Inside Legora's Tech Stack: Why Token Maxing is Failing Enterprise Startups | Legora CTO · 20VC with Harry Stebbings
Jun 13, 2026 neutral
Disclosure
Grinberg: Dozens of Factory clients privately capped employee AI spend
“What's happened with Uber publicly has happened privately with a lot of customers of ours.”
Matan Grinberg Jun 13, 2026 ▶ 19:19 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 bullish
Prediction Not checkable as stated
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.”
Matan Grinberg Jun 13, 2026 ▶ 39:28 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026
Insight
Grinberg: AI models must be decoupled from applications for optimal incentives
“So I think what is necessary for the best outcome for the consumers Is going to be models that are separate from the applications. You, as a consumer, do not want to use applications that are provided for you by the same people that are giving you the model, b…”
Matan Grinberg Jun 13, 2026 ▶ 1:03:02 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026
Disclosure
Matan Grinberg discloses leading Factory is his first-ever job
“So this is the first job I've ever had, which I think is always a funny thing to say. Cause prior to this, I was a theoretical physicist, literally never Never, like, coffee shop, any of that. Literally never have had a job. Like, never have been paid to do an…”
Matan Grinberg Jun 13, 2026 ▶ 46:04 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 negative
Prediction Not checkable as stated
Grinberg: Enterprise AI Coding Governance Will Be Controlled by Engineers, Not Non-Technical Staff
“I think it would be ill-advised if they were to try and go to the niche of non-technical people writing code for code sake, because I think that is going to be run by, like, if you're going to need enterprise controls over who has access to what databases and …”
Matan Grinberg Jun 13, 2026 ▶ 1:07:30 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 neutral
Prediction Open · timeframe Jun 2031
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.”
Matan Grinberg Jun 13, 2026 ▶ 12:05 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 positive
Opinion
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…”
Matan Grinberg Jun 13, 2026 ▶ 1:01:50 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 negative
Opinion
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 …”
Matan Grinberg Jun 13, 2026 ▶ 1:21:31 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 negative
Insight
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…”
Matan Grinberg Jun 13, 2026 ▶ 1:15:15 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 negative
Insight
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…”
Matan Grinberg Jun 13, 2026 ▶ 25:13 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 positive
Disclosure
Factory bought $3,000 Eight Sleep Pods for all 30 employees during sprint
“When we were 30, we had, like, a 30 people. We had like a, what we call a surge, like a pretty aggressive, like two week sprint. And as part of it, I got everyone on the team eight sleeps, like fully free, whatever, 3000 dollars per person, like, you know, the…”
Matan Grinberg Jun 13, 2026 ▶ 1:17:14 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Jun 13, 2026 positive
Insight
Grinberg: Developer experience investments yield 10x to 100x impact with AI agents
“These are all things that the best organizations at like developer experience would invest a lot of resources in, but they would do it because it makes it easier for engineers to work, easier for them to onboard. But the impact of doing that well is just like …”
Matan Grinberg Jun 13, 2026 ▶ 37:34 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
Aug 29, 2026
Insight
Reyes: Gateway routing saves 10-20%, but agentic workflows require stateful routing
“What's interesting is that we've seen that you can definitely get some nice cost savings doing this, like, 10, 20% from these types of products but you really Need something fundamentally different when you have agentic workflows, because to actually take the …”
Eno Reyes Aug 29, 2026 ▶ 30:07 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Aug 29, 2026 positive
Assertion Not checkable as stated
Reyes: Factory spent nearly seven figures in compute on one daily benchmark
“One of the things that we've done is effectively allocated almost seven figures of like credits in a given in one day on this benchmark. And that was currently being done by like one person.”
Eno Reyes Aug 29, 2026 ▶ 1:14:09 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Aug 29, 2026 positive
Assertion Not checkable as stated
Reyes: Claude Code is raised in every single enterprise buyer conversation
“In terms of, I'd say relevance to the conversations when I'm talking to enterprise buyers, number one is Claude code. I think that it's just brought up in every single conversation.”
Eno Reyes Aug 29, 2026 ▶ 1:22:30 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Aug 29, 2026 bullish
Prediction Not checkable as stated
Reyes: Local open models will be the most cost-effective consumer solution in 1-3 years
“I think that probably the consumer will continue to follow the sort of like most cost effective solution. And so what does that look like in one, two, three years? I think it's open models. I think the most cost effective solution for a model is going to be th…”
Eno Reyes Aug 29, 2026 ▶ 22:47 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Aug 29, 2026 positive
Insight
Reyes: Solo Open-Source Projects Reveal Far More Conviction Than Interviews
“The profile of an organization has changed so rapidly that acquiring an organization is no longer what it was 10 years ago, and what I mean by that is if you are someone who just created an open source project, then you are quitting your job and you're spendin…”
Eno Reyes Aug 29, 2026 ▶ 1:00:09 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
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