The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 6,239 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Lloyd: Anthropic API Margins Are 60%, OpenAI Margins Are 50%
“Anthropic has a big margin on their API business right now. What I've heard is 60% margin on Anthropic's API. I've heard 50% on OpenAI.”
Lemkin: AI Agents Replaced Almost All SaaStr Sales and Content Teams
“I Vibe Coded eight apps in a hundred days, and we have 12 AI agents working at Sastra now. Replaced all, almost all of our sales team and our whole content team.”
O'Driscoll: Sam Altman took 10% of AMD for chip purchasing privileges
“Sam Altman understands power. He has more power than AMD, so he took 10% of their company for the privilege of selling stuff to him.”
Feldman: Cerebras chips are faster than Nvidia at both training and inference
“No, we're faster on both, but the software challenges In training are real.”
Ross: NVIDIA will produce ~5.5M GPUs this year despite 50M die capacity
“If Nvidia wanted to, they could build fifty million of those GPU die, Per year. But they're going to build about 5.5 million GPUs this year.”
Taneja: Anthropic's enterprise business will be bigger than OpenAI's
“I think their enterprise business I'd argue will be bigger than OpenAI if it already isn't already not having spent that much.”
Mercor scaled from $1M to $500M run rate in 17 months
“We scaled the business from one to five hundred million in the last 17 months, which is the fastest revenue growth of all time. One month faster than Cursor's time.”
Lemkin: OpenAI Stole YouTube Videos to Train AI Models
“This isn't even stealing YouTube videos like OpenAI did.”
Alex Schultz admits Meta's Llama 4 missed the leading edge
“It's pretty clear Llama was not, like, Llama four wasn't leading edge where Llama three was. So, you know, our big release this year was not a slam dunk, but our big release last year was, and I'm pretty confident our next big release will be again.”
O'Driscoll: AI scaling laws unlocked $600B in annual CapEx spend
“I think I underestimated the impact of A, the scaling laws in AI and B, the ability of primarily Altman and some other folks to inspire belief in those scaling laws and unlock six hundred billion of CapEx spend a year.”
David protein bars will hit $100M revenue in first year
“And then with David, he's raised eighty-five million dollars from Green Oaks, Peter Atiyah, Andrew Huberman, and in their first year alone, they're gonna do a hundred million dollars in revenue.”
Halligan: Morgan Stanley and Fidelity aligned to lower HubSpot's IPO price
“I don't think there was collusion going on, but definitely Morgan Stanley and Fidelity were on the same side of the table trying to get us to sell at a lower price.”
Databricks is growing at three times the rate of Snowflake
“And if you look at it too, right, we're three times their growth rate.”
Databricks rejected a $10M on-premise deal from JPMorgan to stay cloud-only
“They're like, we'll give you ten million bucks to put this, and at the time, we're less than a million, like our whole first-year target's like ten million, to put it on-prem. And Ali was like, no way, we're not doing anything on-prem.”
Cognition added roughly $80M in run-rate revenue in six to eight months
“Yeah, look, I don't want to get into exact numbers, but even with the windsurf deal aside, like not including that at all, we are basically, we've done roughly that as well in the last six to eight months.”
Flanagan: ChatGPT scrapes 1,500 web pages for every single referral visit
“Six months ago, it was 250 pieces of content scraped, and they give you one visit back. Today, it's 1500 pieces of content scraped, and they give you one visit back.”
Galloway: Young Americans transfer $1.3T yearly to seniors via Social Security
“Every year, young people transfer 1.3 trillion dollars in the form of Social Security payments to the wealthiest generation in the history of the planet, seniors.”
O'Driscoll: Anthropic's burn dropped from $5B last year to $3B this year
“Seeing the, you know, the strong performance from Antropic in terms of top line growth, and then just looking at the burn, you know, five last year going to three this year.”
Lemkin: Oracle closed a $30 billion annual deal with OpenAI
“Oracle just closed a thirty billion dollar a year deal with open AI, right? An extra thirty billion.”
Lemkin: Gorgias AI replaces 50% of agents, but ACV rises only 50%
“When I look at Gorgias, which is, which dominates Shopify for the contact center, right? They're, they have, their average customers replaced 40 to 50% of their humans with AI, and their ACV is only up 50%.”
Lemkin: OpenAI's hardware device will launch within a year for $20
“This is going to be huge. It will launch in a year. It will be massively subsidized. So it'll be 20 bucks for this device. Okay. They will figure out the form factor. I don't know what the right combination is, whether it's embedded in your ear, like the baris…”
Lemkin: OpenAI has a 67% two-year employee retention rate
“67% retention rate employees after two years.”
Hinrikus: The vast majority of European VC partners lack operating experience
“I, you know, I've said many times is that if you look at the European landscape, majority, vast majority of the European GPs have not spent a single day working in a real company. They've worked in consulting firms, banks, but they haven't worked in a real ope…”
Socher: Chat ads perform up to 100x worse than search ads
“We actually evaluated that they work about 10 to a hundred X worse than search ads and you have. Twice the cost, about.”
Stan Boland: UK's £30B annual tech funding yields virtually no results
“This, 20, thirty billion a year that we pump in at the front end per annum in tech. So, like, a hundred and fifty billion over a parliament in university funding for science and tech, in SEIS, in EIS, in VCTs, in R&D tax credits, and patent box, and so on. All…”
Lemkin: CoreWeave's late investors hold a 70% two-year stock buyback put option
“The last round investors. Obviously they weren't fully aligned on the price, right? And so there's structure and I don't think this is a bad thing. It's okay for late stage investors to be more conservative on price than founders. Like, and so they agreed on a…”
Feldman: US export controls led US VCs to fund Chinese EDA startups
“You, ah, sought to limit Chinese access to EDA tools to delay the growth of a Chinese chip market. And so U.S. Venture capitalists backed tons of Chinese companies in Shenzhen to build EDA tools, right?”
Feldman: Cerebras Is First to Yield Whole Wafers in Computing History
“And that had never been done in a computer before, and that's at the heart of our architecture. That allowed us to yield and deliver whole wafers. Nobody had ever been able to do that in the seventy-year history of our industry.”
Stebbings: Klarna is not replacing all of its SaaS with AI
“And we have companies like Klarna who are saying, oh, we're replacing all of our SaaS with AI. They're not, they're absolutely not. And they won't.”
Osika: Lovable's 85% month-one retention outperforms ChatGPT
“We have month one retention that's better than ChatGPT's month one retention on paying customers, and so it's about 85%.”
Morin: GPUs cannot deliver latent space AI reasoning at scale
“Fundamentally, GPUs cannot deliver, deliver this, plain and simple at scale.”
Ross: NVIDIA used misleading benchmark curves to claim 30x GPU speedup
“Like, if you look at the last GTC, there was an announcement that the latest GPUs were 30 x faster than the previous generation. And when you look at how it was done, there was this curve that looked kind of like this, and then it Basically ended here, and the…”
Ross: Southeast Asian GPU deployments secretly serve Chinese firms
“One of the concerns right now is about Malaysia or Singapore, that region over there being a place where people are deploying GPUs with the wink, wink, like we're not going to rent it to China, right? But that's a belief that a lot of people are doing that. Ot…”
Odoo bans recurring meetings to avoid traditional managers
“I forbid the recurring meeting at the company. They can do meetings. But on the job, or for specific tasks, or trainings, but not recurring meeting. I mean, recurring meeting is a way to manage people, and we try to avoid managers. We want team leaders that wo…”
Ramaswamy: Databricks Buys Revenue and Has Double Snowflake's Sales Headcount
“It's very clear that they're buying a bunch of business. That they don't have to worry about things like you know free cash flow. They have doubled the number of sales people that we have.”
Pishevar: Holder's investigation report found no personal wrongdoing by Kalanick
“And the report, by the way, didn't find anything wrong that, you know, Travis did, or I did, or there was nothing, nothing in there about, you know, him, you know, directly and the recommendation was like to go hire a Sheryl Sandberg, like a chief operating of…”
Shulman: Quantum computing startups face fundamental physics challenges, not engineering ones
“The challenges are not they're still physics challenges. They're still like basic research challenges that have to happen here, and so it's not something where you can kind of just turn the crank and make companies out of it, and to my knowledge, all of the co…”
Maples: The federal $40B broadband initiative has created zero broadband connections
“We've passed some, what was it? Forty billion dollar build broadband, better bullshit bill that nobody's built any broadband connections I'm aware of.”
Hoffman predicts Bitcoin will approach $200,000 by the end of 2025
“I would say end of 25, so I'm approaching 200,000.”
Hoffman: DOGE has zero chance of cutting $2T without defense cuts
“There is next to zero chance that the missions that they have declared will be successful because the only way to get two trillion out of the budget would be to massively reduce the deficit and reduce defense spending.”
Benioff: Salesforce Will Reduce Support Engineer Headcount in 2025
“We will have less support engineers next year because we have an agentic layer”
Marc Benioff Predicts AGI Will Not Be Achieved in 2025
“I don't think we are in AGI in twenty-twenty-five, so I think that's an optimistic thought.”
Stebbings: 2021 Venture Vintage Will Show Poor Returns Amid Inflated Valuations
“I'm pretty worried for venture as an asset class. I think 21 will be some pretty bad numbers and a really shitty vintage, and I think people are artificially keeping numbers high, and I don't think LPs have quite the understanding of how bad it is.”
Villig: VCs refused to invest in Bolt at $25M ARR
“We probably got to the point of doing about twenty-five million ARR, growing multiple hundred percent a year, and still no VCs wanted to invest.”
Grimm predicts Russia-Ukraine negotiated settlement within the next year
“My guess is that and it's a complete conjecture here. I have no insider information whatsoever, but my guess is that we see some sort of detente or some sort of negotiated settlement take place probably over the next year would be my guess. And if I had to bet…”