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 516 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
Bhargava: AI roll-ups can grow faster with higher margins than software
“In a 16 trillion dollar services industry, we could have companies growing faster than software companies and at higher margin than software companies. And so this pool of one trillion that VC has been fishing in has actually expanded now, maybe not to the ful…”
Tusk: Trillion-Dollar AI Spending Is Driven by Short-Term Share Prices
“I at least have a suspicion that all of this massive AI infrastructure investment. So it's 1.5 trillion in 20, 25 projected to be two trillion. In 20, 26 is really about the short-term share price and valuation of the big AI companies, the generative companies…”
Tusk: Tesla Valuation Is Built on Elon Musk Narrative, Not Fundamentals
“Tesla should not be worth a fraction of what it's worth today, if not for The narrative and the belief by investors that Elon, and he is a genius, but like that Elon will just figure things out that no one can predict, including Elon right now, and therefore t…”
Tusk: Trump undermines core economic pillars that venture capital relies on
“Trump has undermined every single one of those things. So I would argue everything that makes the American economy great, that venture capital totally relies upon at the end of the day, is being undermined significantly.”
Ulevitch: China is far more advanced than US in defense shipbuilding and manufacturing
“If you've ever been to Shenzhen, which I went to even before I joined in recent Horowitz and saw the manufacturing capabilities of advanced, advanced manufacturing, robotics manufacturing you know, and then now we see the defense like shipbuilding manufacturin…”
Karp: Germany and Norway do not hire based on meritocracy
“In Europe, if, when we, I was involved in hiring at this institute I worked at, And one of the biggest problems was I was always like, of course we need to hire the best person. That's not the way it works in Germany or Norway. Like the best person doesn't get…”
Karp: Europeans doubt AI and hope American AI products fail
“Europe. They're still like, it doesn't work, but hopefully this will fail because it's all American products.”
Lin: AI valuation premiums reflect the multi-trillion-dollar services market
“What AI has the potential of doing is looking, is it's looking at the services market, which is measures in tens of trillions of dollars. And that's why the premiums that we're offering seems very high and seems at times ridiculous.”
Lin: Venture Valuations Are Paying 2 to 4 Years Ahead of Fundamentals
“So I think we're paying probably two or three or four years ahead of where most of these companies are. And It is a little reckless.”
Lin: OpenAI at $500 Billion Works If It Can Reach $5 Trillion
“Well, so it's easy to dismiss the 500 Billion and say that you can't make money from five hundred billion, but if we let NVIDIA, which is worth four trillion today, compound at 10% for another decade, it's going to be worth more than 10 trillion. So if OpenAI …”
Annualizing experimental pilot revenue into ARR is a deceptive joke founders use
“Counting pilot revenue and counting it as ARR and annualizing it is kind of a joke, which I think a lot of founders know it's a joke, but they don't have any problems just taking whatever month's revenue is, that's all pilot revenue, and multiplying by 12.”
Barton: AI can already perform 85% of my hedge fund workload
“I think that today, 85% of what I do, Like basically can be done by AI. And it's not a question of, is the tech ready? It's how do we implement the tech?”
Gil: OpenAI and Anthropic valuations are reasonable relative to growth rates
“I, my sense is that for many of these foundation lab companies, if you just do a revenue multiple and you look at the growth rate, it's actually pretty reasonable. That's true of OpenAI, that's true of Anthropic.”
Zach Dell: Energy Sector Has the Economy's Least Innovative Companies
“If you look at the energy industry, it is this kind of sad combination of the largest and least innovative companies in the economy. They're not engineering led. They're not tech focused. They're not R and D driven.”
Chaddha: Only hardware, model labs, and coding agents reach $100M quickly
“I think the third area where the revenue ramp is happening is coding agents, which is cursor and lovable. I can tell you everything else is slow, which is to get to zero to a hundred, it ain't happening in one year. So it's hardware. Models, and these coding o…”
Chaddha: AI hardware startups ramp revenue faster than Cursor and Lovable
“That's what is happening in hardware companies. They're ramping even faster than lovables and cursors.”
Rabois: Homeowners build community value while renters extract it
“Owners build value, and renters generally subtract and extract.”
Shadbolt: Quantum Computing Faces Severe Practical Limits for Optimization
“Our view on optimization is that it's really difficult to do like tremendously impactful optimization with a quantum computer. Conventional computers are already surprisingly good at optimization, and the quantum algorithms that we know of for optimization pro…”
Oetting: Growth Hardtech Needs Risk-Tolerant Infrastructure Project Financing
“There's a big gap between using venture capital and the private credit markets that are more traditional and sort of profit oriented. And there really needs to be an basically infrastructure financing or project financing for growth stage businesses. That's a …”
Amoruso: Most consumer businesses are not actually venture scalable
“Consumer isn't something that I really wanted to focus on, even though that's my background, I don't think that for the most part, consumer businesses are venture scalable”
Levy: US civilian weather forecasting has fallen significantly behind global peers
“The U.S. On the civilian side has fallen significantly behind the rest of the world.”
Taylor: China Does Not Want Valar's IP Because Its Technology Is Ahead
“There's a certain extent to which China doesn't actually want my IP because they have something better already running in the mainland.”
The United States' lead in artificial intelligence is actively shrinking
“Well I think America is winning on AI as it stands, but the lead is really shrinking, and when it comes to standards, for better or for worse, the debate that's happening right now between companies is like, what do we think about the EU AI Act? And the U.S. D…”
Power: The US lacks the capability to produce munitions rapidly
“As well as in the munitions categories where there's not much innovation to be done, but you just need to be able to produce a lot very fast, and we just don't have that capability in the U.S. Anymore.”
Levy: Tech is entering a golden age of M&A
“So look, I said this a few months ago, I think we're entering the golden age, a golden age of M and A right now. I think there's a bunch of factors that are melding together to make it a point in time where the consolidators are getting bigger. They're taking …”
Mark Zuckerberg is the greatest M&A CEO in public market tech history
“Mark Zuckerberg is the best. I'll go on record to say the best public market CEO at M&A in tech ever.”
Altman: Podcasts are not trustworthy and audiences should not trust individual hosts
“Podcasts aren't trustworthy, you know, I'm not trustworthy, I'm not claiming, I'm not, and I'm not, I'm also not, I'm just, but even a journalist, you know, even an individual Who is approaching podcasting in a more journalistic way? Like there's no reason to,…”
Cluely is the best early-stage startup at distribution worldwide
“But if the poor bet is that distribution is the most important thing, then obviously like we are the best distributing in the world right now at least in, in the early stage.”
Cluely secured enterprise contracts entirely through Lee's Twitter presence
“The only reason I have the contracts that I do right now is cuz the decision makers at these enterprise companies have seen my Twitter and think I'm funny and are rooting for me.”
Artificial superintelligence will cause almost no harm and self-restore
“I genuinely think super intelligence will do almost no harm. Whatever harm it will do, it will like self restore.”
McCord: Traditional primes do things no defense startup can do
“The primes play a like really key role in national defense. They have resources, they have capabilities. They can do things frankly, that. You know, and say essentially no other startup can do. And so we need to treat them accordingly in that way.”
Whop CTO prefers Google Gemini for coding due to fewer hallucinations
“I'm bullish on Gemini right now. I use it. I use it for a lot of my code right now, and I go back and forth, and it's really good at not being delirious. Like, at the end, it circles back to what you asked, which is beautiful. So I'm bullish on Gemini. That's …”
Moore: Massive valuations for OpenAI and Anthropic can still generate fund-level multiples
“And so when you look at investment like open AI at thirty billion or anthropic at sixty billion, you know, I can tell you these are opportunities that I personally believe have the upside to generate multiples versus say IRR.”
Moore: Billion-dollar checks in frontier AI could return up to $20B
“Is these are opportunities where you can invest 500 to a billion dollars in one of these companies, and if your underwriting plays out, potentially turn that into, you know, three, five, 10, maybe even twenty billion dollars if these companies turn out to be m…”
Moore: $50M to $70M valuation caps are untenable for $30M seed funds
“This can become untenable very quickly for these smaller funds, where, you know, investing at 50, 60, 70 caps is, you know, pretty hard to imagine how you make a lot of money as an, ah, you know, a thirty million dollar fund, for example.”
Peters: Foundation models eliminate compute constraints in medicine
“With the advancement of foundation models compute is no longer a constraint in medicine, which has opened up this market opportunity in this portal for healthcare to really be built as a product.”
Schendel: The energy industry lacks a disruptive equivalent to SpaceX or Anduril
“I think the energy industry is actually in a pretty similar spot That the aerospace industry or the defense industry was in, in, in the last decade. The difference is that the energy industry doesn't have a SpaceX and it doesn't have an Android role. And we st…”
Relativity Space faces difficult turnaround due to burnt billions and demotivated team
“I think, you know, realistically, that seems like a really difficult hole to dig yourself out of where you're, you know, sort of billions of dollars. The team's probably somewhat, you know, sort of demotivated.”
Asparouhov: SpaceX is already the next-generation space defense prime
“The next generation space defense prime is SpaceX. They're the largest space defense prime. They have the largest contracts in that field. They are the long tail winner.”
Asparouhov: Few Interesting Aerospace Defense Seed Rounds Remain as Winners Are Picked
“And that trend, you know, there's just not that many interesting seed rounds to do anymore because a lot of the winners have been picked.”
Garrett: US will win second Cold War by partnering with tech
“If you look, you know, backdrop, we're in a second cold war during the first court war, we won because of our technological industrial prowess and government was a huge partner to the tech industry and really was helped fund the beginnings of the tech industry…”
McCormick: YC 'Request for Startups' Prompts Rarely Lead to Great Companies
“Like when YC puts out the request for startups, I'm like, I can't imagine that anything good is going to be built against these categories starting now because you've read the YC request for startups.”
McCormick: DeepSeek represents doing the same thing cheaper, not a qualitative leap
“My DeepSeek point is that, like, This, like, crack team that figured out all these algorithms, breakthroughs, and whatever, essentially just figured out how to do the same thing cheaper. Like, there hasn't been any leap that I've seen that I've been like, yeah…”
Tunguz: The $250B annual search marketing market is up for grabs
“There's two hundred fifty billion in search engine marketing spend every year, and so all of that is now totally up for grabs.”
Banister: Defense tech venture investing is currently 'ahead of its skis'
“And then defense, I think is a little bit ahead of its skis. You know, we were just having a conversation earlier, Leah and I, about this, is, you know, selling into the government is really hard, and I think people don't understand that.”
Fiedler: Bearish on major cities due to high costs and questionable quality of life
“I'm also really bearish on urban settings and cities, I think we're going to have. ... A hundred percent cost of living through the roof, quality of life, questionable.”
Nvidia is not trading at dot-com bubble valuations on an earnings basis
“There's a lot of AI hype, but if you look at companies like Nvidia, they're actually not that expensive on an earnings basis. Like it's not, we're not in bubble territory, you know, Cisco, 2000 timeframe.”
Early-stage 100x AI multiples are unsustainable artifacts of mega-fund capital oversupply
“There are rounds happening that are 102 hundred X revenue in the early stage markets, and even there you have to assume, you know, you're gonna have 10 X Multiple compression in the later stage rounds. So I don't think those are sustainable for any period of t…”