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 564 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
Melas-Kyriazi: AI Has Eradicated Traditional SaaS Switching Cost Moats
“Because of AI, that's changing. It's cheaper for competitors to build software. It's cheaper for people to vibe code their own software. And it's also easier to migrate data because of AI agents. So I think switching costs have gone down. And so I think it's r…”
Fry: SMBs Should Use AI for Revenue Growth, Not Cost Cutting
“A lot of people think of AI and they think of cost cutting and they're like, oh, we can really optimize our P and L. We can use AI, automate all these jobs, cut costs. That's not the right lens to look at small businesses. And it's not right for really one rea…”
Fry: US Cannot Win AI Race Without Plumbers Building Data Centers
“We want to win this AI war against China. We have no shot of doing that. If we cannot build the data centers require the plumbers, the electricians, the general contractors, the HVAC technicians, so on and so forth.”
Wu: Technical execution matters more in AI than in past tech waves
“I think in AI, what you see is that really excelling on the technical aspect just matters much more, I think, in AI than some of these other fields, and I think there's been lots and lots of businesses in the past that have been very, I'll say, like very inten…”
Wu: AI agents enable software engineers to focus 10x more on architecture
“10% of that job is basically this really fun part of just pure problem solving, thinking about what you want to build, being creative, like understanding the different solutions, deciding, okay, what architecture makes sense here? How exactly am I going to, yo…”
Ross: Most US homes are commodities accurately valued sight-unseen
“Most homes are not like pieces of art. Most homes in the country are not like your home. They're sort of commodity. They're closer to like a standard skew than a kind of one-off thing. And so you can value them sight unseen much more accurately than someone wh…”
Ross: Cost of building new software is asymptotically dropping to zero
“The cost of software is just asymptotically dropping to zero of building new software, which means that the way you build a company completely changes.”
Ross: Cheaper AI-assisted development increases demand for software engineers tenfold
“On engineering right now, I was happy to spend, call it a 100,000 dollars to build this feature. Now it costs 20,000 dollars. I don't want less engineers. I want 10 times as many engineers, because I've actually, the set of features I would want for 20,000 dol…”
Mandia: Nation-states will always beat private companies in cyberattacks
“When a nation state targets a company, guess who wins? The nation does, not the company... You cannot expect great blue chip companies that constantly every day pitch a perfect game on defense against nations that are targeting them. It's just an unfair fight.”
Howard: Replacing Human Judgment with Rulebooks Paralyzed Government
“There was a kind of a fatal theoretical flaw that they, ah, that they committed, ah, which was to try to create a government that was better than people. They wanted to create governing as a kind of a software program where, If you had a thousand-page rule boo…”
Ridley: Infinite Growth in a Finite World Is Possible Through Efficiency
“I'm constantly told you can't have infinite growth in a finite world. Not true. Because growth can consist of doing more with less. So you halve the size of your machine or halve the amount of energy going into it. That is growth.”
Ridley: Human brain expansion may be sexual selection equivalent to peacock's tail
“This could have been sexual selection, not natural selection. Because what do we use our big brains for? We use it to write poetry, and do art, and be funny, and all these kind of things. So we use it for seduction. So there's an argument that this thing is, a…”
Ridley: Governments picking winners leads to losers picking the government
“You've got to be careful that in picking winners, you don't end up with losers picking the government.”
Liemandt: Giving students their time back is the strongest academic motivator
“The name of our product is called Time Back. Time Back. Give kids their time back. That's cool. And that is by far the most motivation.”
Cinnamon: Space defense should prioritize cyber and EW over kinetic strikes
“And that's why we want to avoid going into a situation where we have these, you know, capabilities in space where we're shooting down other satellites. I'd much rather use electronic warfare or cyber attacks or things like that.”
Hoffman: Mass domestic adoption is key to beating China in AI
“Well, I think the key thing is getting mass adoption. Like actually, My big worry in the competition with China, look, there's all kind of worries about, like, will we move fast enough? Will we be aggressive enough? Will we, like, where will the right models b…”
Russ Vought: Aggressive Executive Action Forces Congress to Follow Administration's Terms
“If you just put in motion executively what you can, ah, consistent with the law, it forces Congress to respond in a positive direction. There, it limits their ability to say no. In fact, they have to catch up with you, and you've set the terms with the debate.”
Andreessen: China and Modern Industrial Powers Followed the American System Playbook
“In the 20th century, basically every industrial revolution in every other country that has worked in the last hundred years basically follows that model as well, so. You know, it's the same thing Germany did. It's the same thing Japan did. It's the same thing …”
Andreessen: Slow growth causes populism by fostering zero-sum competition
“The way that you get populism is slow growth, right? Because you, because slow growth puts everybody in the mind of zero sum, right? Everything becomes a zero sum. You know, kind of fight for resources because people don't think that there's a lot of opportuni…”
Andreessen: Knowledge-work economies concentrate urban wealth and squeeze out the middle class
“If you're gonna replant your, the sort of commanding heights of your economy on knowledge work, then what you're gonna do is you're gonna slam basically all economic growth into the cities, right? Because you're, which is what Silicon Valley has done, right? S…”
Andreessen: LASIK prices collapsed because it operates outside the regulated system
“There's one area of healthcare that is incredibly sophisticated, technologically advanced, and the price curve looks like Moore's law. The price curve looks like video games. The price curve is just a straight line down, and the quality of the service has gone…”
Wu: Raw intelligence is no longer the bottleneck in AI
“I think what it kind of shows, I would say is actually, I think we're at a point now where intelligence actually isn't the bottleneck, if that makes sense. You know, I think these models are capable of solving some really, really hard problems.”
Lessin: VC factory line broke because public markets prefer mega-caps
“You know, I'd actually argue in the last bunch of years, the factory shut down. Right. Because what happened was in the public markets, everyone came to realize that you'd rather just put more money into meta than back the five billion dollar baby Public compa…”
Lessin: Venture capital has shifted toward bespoke private trading markets
“So what I think has happened now is that basically it isn't that there is innovation. It isn't that there's stuff going on, but because the factory line shut down, the whole thing has become way more bespoke, right? Where, and what I mean by that is there is a…”
Lessin: Free speech on campus is only a right to drive academic excellence
“Free speech is not a right on college campus in and of itself. It's a right to the extent that it drives academic excellence from in the academic concept.”
Thiel: Slow liquidity causes venture capitalists to over-index on popularity
“There's no fast term accountability in venture capital. You know, sometimes you have momentum and the valuations go up and that, that does give you a feel where the things are working. But in practice you off, you know, it's five, 10 years later, you get liqui…”
Frerichs: 3G Capital's Zero-Based Budgeting Model Only Works with Acquisitions
“The first one is that sort of the InBev style, which was the three G capital InBev zero based budgeting operating style. It only works when you have things to buy. Some degree, these guys got too successful. They bought everything. There was nothing left to bu…”
Urban: AI will not stop at human intelligence but race past it
“That if AI can start moving up in intelligence, it's not going to stop at the human intelligence station. It's going to just race right by us because all of these limitations that our intelligence has”
Bookman: Software companies must build systems of record before leveraging network data
“You come for the tool, you stay for the network.
We've got to build the systems of record before we get the data to do the amazing things that we always wanted to do.”
McCord: Complex systems adapt best under simple property and liability rules
“Actually, the best way in complex systems is to have
A very simple uniform set of rules like property rights or contract law or tort liability.
And these things are much better at adapting than trying to come up with a patchwork of systems that just lead to in…”
Sirota: AI up-levels junior engineers while seniors shift to architecture
“The junior mid-level engineers are able to be a lot more efficient, feel like they're able to actually learn by having the AI suggest code. So I'm seeing it a little bit more of the opposite that it's actually Up-leveling a lot of the mid-level engineers, the …”
Gil: Owning vertical workflows insulates AI apps from model commoditization
“The things that I'm bullish on are where you own a workflow for a vertical. And so everybody in that vertical is using that workflow. And so if you upgrade the model, it just makes that workflow better. And so it doesn't matter what the model is.”
Gramm: Canada's higher mobility is driven by selective immigration
“Well, no, we would say he's absolutely right, but let me explain why. Canada has a very active legal immigration program. The percentage of their citizens who are immigrants is huge as compared to us, and they have a selective immigration program, so who is im…”
Greenblatt: Antisemitism is an old-versus-young issue, not left-versus-right
“I think the antisemitism issue is, is not so much a left right issue. I think it's an old young issue.”
Amphibious beach invasion of Taiwan is practically impossible due to terrain
“When you get to the island, you realize that this beach invasion that everyone talks about is basically not doable. The beach beaches are very small. As I mentioned, the waters next to them are very shallow. More importantly, they can be completely far control…”
Hughes: Admissions Offices Should Evaluate Disadvantage Directly, Not Use Race Proxies
“My argument is always that you should just look directly at those proxies themselves. So if you're a college Admissions office and you want to help disadvantaged students get in. Okay, that's fine, but don't equate blackness with disadvantage. If you want to a…”
Hughes: Weighting Standardized Tests Is Fairer to Disadvantaged College Applicants
“It's actually much fairer to disadvantaged students to weight standardized testing more highly than all the other things that colleges generally weight.”
Hughes: Diversity is inherently neutral in most cases, neither good nor bad
“My view is that diversity inherently is neutral in most cases. It's neither good nor bad.”
True political alliances enable honest mutual criticism without bad-faith accusations
“If I am a black person, totally committed to the, an alliance with the Jewish community, does not mean that I have lost my ability to criticize. Ok. But the difference is, you see, someone like me, I know it. When Jewish people hear me, if I say something, wel…”
Leo: Scalia Said Good Judges Need Smarts, Originalism, and Moral Courage
“Oh, I think it's really just three ingredients. One is smarts. And I learned this actually from Justice Scalia, who told me once, you always want a really smart judge, and the reason why you want a really smart judge is because they can't get snookered by the …”
Leo: No rules can constrain a rogue judge, only appointment vetting
“Look, personnel is policy. You just have to pick the right judges. There's no rule that you can put in place That's going to contain or constrain a rogue.”
Emil Michael: Nation-Building Cannot Modernize Unwilling Countries
“You could, there is no way you could take a country that doesn't want to move into the 21st century Into the 21st century, no matter how many schools you bought.”
Verdon: Deploying advanced technology requires active cultural engineering
“Even if you can work on technologies all day, but those that get deployed and funded you know, if you don't have a sort of ideological or cultural support for what you're working on you're not gonna get to build and deploy certain technologies. And that kind o…”
McAfee: Rapid iteration is best even for mission-critical systems
“This iterative approach is the way to learn quickly and improve, even with what you're trying to do is very mission critical and failure intolerant.”
McAfee: Employees Seek Status by Becoming Gatekeepers in Approval Loops
“One way you get status inside this thing called the company where you spend so many of your waking hours is to be in the loop. And so subconsciously, almost all the time, we humans, we want to be part of the process. We want to be in the loop. We want to be co…”
Slat: Stop ocean pollution by targeting ocean-bound plastic over total production
“It's our view that if you want to quickly stop plastic from polluting the ocean, you should probably first focus on that 0.1% rather than the whole thing.”