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 5,285 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
Jennings: AI broke the historic correlation between headcount and output
“There's been this correlation between the number of folks at a company and the output from the company for, you know, decades and decades. I think that basically broke the first week of December, and what we were seeing is that one or two engineers, or a desig…”
Roy Lee: Replace marketing heads with fewer than 100k social followers
“If any company in the world has a marketing team and the head of marketing does not have a 100,000, at least a 100,000 followers. Like, you need to replace them. Like the game has changed.”
Acharya: Early-stage AI startups can productively deploy $100M
“There is a case for a company that raises a hundred million dollars, uses it productively and in a focused way, and is able to deliver a different value proposition than the very same team would be able to do with 20.”
Massa: Multi-Agent Graph Harnesses Constrain Advanced Model Intelligence
“The intelligence now doesn't need like the graph and the multi-agent lattice work and harness because it will constrain this level of intelligence.”
Kalanick: Companies should operate just inches away from legal boundaries
“I like to go to the line. We should be like a few inches off the line. That's a good thing to do.”
Masad: Being canceled is a choice because persistence outlasts public backlash
“Being canceled is a choice. You can choose to get canceled and retreat from the public eye, but I think if you're still out there, at some point, honestly, the haters kind of give up.”
Andreessen: Advocacy groups have financial incentives to preserve their enemies
“If your group's entire purpose for existing is to fight an enemy, then you need to make sure that that enemy exists. To do that, of course, you would fund them.”
Traditional private equity drawdown funds deliver net returns comparable to municipal bonds
“What I don't like about drawdown funds, the traditional private equity fund is, you know, you commit to them, they charge your management fees for a while, They find a deal, they draw it down, so your money's not been in the ground for a few years. And then a …”
Andreessen: Online political fighting acts as a pressure valve preventing street violence
“My theory is the ability to directly participate in online virtual combat is shunting away a lot of the energy that in the past would have translated to street violence.”
Balaji Srinivasan: AI does not take jobs, it makes workers CEOs
“AI doesn't take your job, AI makes you the CEO.”
Horowitz: a16z replaces venture partners who lose touch with deep tech
“Investing in technology you really have to be in deep in the tech to be good at it. And I think that it's very possible as, you know, people get older, you know, they get less into it sometimes. And so, you know, at that point we got to make a change.”
Langley: Public privacy complaints are a proxy for distrust in police
“You know, they call it privacy, but that's just a cover for, I don't trust the police to do their job effectively.”
Horowitz: Declining to enforce laws punishes victims without fixing prisons
“You can't, you're not going to solve the prison problem by not enforcing the law. Like, that's just, you just make the, you punish the victims on behalf of the criminals at that point, which is, I think that's a very dangerous thing for a society to do.”
Epoch AI: Energy availability will not bottleneck AI scaling
“At the end of the day, though, it's just like, does not, there seem to be enough solutions, especially if you are as willing to pay as you, as people are in AI, that I don't really expect it to be a significant bottleneck.”
Shear: AI labs must abandon control paradigms when building AGI
“As you go from what we have today, which is mostly a very specific intelligence, not a general intelligence, but as labs succeed at their goal of building this general intelligence, We really need to stop using the steering control paradigm.”
Baker: Software companies cannot succeed in AI without margin pressure
“It is definitionally impossible, given what we just discussed, to succeed in AI without gross margin pressure, and I do not know why they have concerns, because we have an existence proof that a software company can deal well with declining margins in Microsof…”
Andreessen: Tech inventors have no superior moral claim on their creations' consequences
“If you read the history of those people at that time, specifically people like Oppenheimer, you realize, yeah, the people who invent the technology have no special moral claim. They have no special predictive power for the consequences of the technology, and t…”
Rabois: Reinventing an industry requires non-experts rather than domain specialists
“So I think if you're going to reinvent an industry, you don't want experts.”
Horowitz: Operational knowledge lives with ICs and customers, not executive staff
“All the knowledge in a company is with the individual contributors are doing the work and the customers that like, there's no There's no knowledge with the people who are talking to you as CEO who are on your staff.”
Horowitz: CEOs should never try to fix underperforming executives
“Don't try and fix them. They can't be fixed. It's not going to happen.”
Schimpf: Small numbers of exquisite weapons cannot win modern wars
“A low number of really exquisite weapons is not gonna win a conflict, and I think Ukraine kind of definitively showed that to the world, that that is not a winning strategy.”
Catherine Boyle: Parents and Schools Face Systemic Incentives for ADHD Diagnoses
“The incentive systems around a lot of these things are, like, if you go to the doctor, parents, one, want these ADHD, you know, Want, want, want these diagnoses. And the reason the parents want them is because it gives you extra time, it gives you extra resour…”
Casado: Early venture markets are far more efficient than people realize
“My underlying belief is early markets are actually pretty darn efficient, a lot more efficient than people realize.”
Casado: Ignore TAM and valuation when investing during fast-moving tech booms
“I think in these times where you don't know the TAM and things are moving quickly, you definitely want to pick the best team. I don't think you should overthink the space, but like asking questions about like TAM or valuation or value makes a lot less sense be…”
Casado: VCs can take on unlimited board seats
“Anybody listening who is a VC, you can take as many board as you want. The actual board work itself is not. The question is, can you still be available to founders and add value whether you're on the board or not?”
Casado: The AI technology stack offers no inherent competitive moats
“There is no, as far as I can tell, as far as we can tell, there is no inherent endemic mode In the technology stack to AI, other than just overcoming the bootstrap problem.”
Midha: Slowing frontier AI delays critical medical breakthroughs like curing cancer
“Until we've solved cancer, every month that we're not rushing to the frontier of accelerating biological discovery or scientific progress is a month that millions of people are suffering from disease that we could be solving with the eye.”
Srinivasan: Tech platforms replaced government agencies as functional industry regulators
“The actual regulator of taxis is Uber or Lyft because they have real-time tracking. They have star ratings on both sides. Or your you know, some, you know, the FCC or something like who issued licenses. Well, the actual regulator of speech or what have you sai…”
Srinivasan: Startup competition regulates big tech better than government antitrust policy
“The actual way of regulating big companies is with a thousand startup piranhas, not by this regulation.”
Balaji Srinivasan: Financial collapse drove legacy media to adopt ideological wokeness
“This is actually what led to wokeness because it was, you know, you've heard the saying go woke, go broke, right? Yeah. But in their case, it was actually go broke, go woke. Okay. Not my original coinage, but applied to this graph, it's relatively original bec…”
Balaji Srinivasan: Internet and China disrupted Blue and Red America differently
“Blue America was disrupted by the internet, and so they began wokeness to take a piece of Red America's pie, and the tech clash to try and take back control from the internet. Red America was disrupted by China, so the trade war was against China, and Trump wa…”
Balaji Srinivasan: Tech founders must build direct distribution and bypass journalists
“Build your own distribution to avoid distortion, ok? That is to say, any content you have, it should be posted on your feeds. Why would you go and feed it to some journo? You've got some scoop. You don't need them for distribution anymore.”
Cahn: High mental health demand lets platforms profit with lower-qualified therapists
“And those are honestly amazing businesses because the demand is so absurdly high that no matter what, when you get more supply of therapists, even if it means that you're just paying therapists less and you're getting more therapists and you're getting less qu…”
Balaji Srinivasan: Drone control systems must move on-chain to prevent hacking
“There's a crypto angle to at least three of them, because obviously there's a crypto angle to money, there's a crypto angle to AI in terms of constraints. This crypto angle to the drones, because you're going to want the control plane for the drones to be on c…”
Lee: Strong distribution eliminates the need to interview users
“I feel like you don't, like if your distribution is strong enough, you don't need to like talk to your users. You just need to look at their data.”
Andreessen: Professional CEOs struggle to adapt when business conditions change
“Professional CEOs Are often very good at running a status quo business, but when the, when things change, they have a very hard time reacting.”
Marc Andreessen: Mob consensus causes promising people to be abandoned in crises
“What's happening is what Ted Kaczynski Famous philosopher, Takasinski, what's called over socialization, right? People are too worried about what everybody else thinks, right? And so people, people get too wrapped up in the sort of mob scapegoating cycle of, y…”
Andreessen: Remote work creates a mentorship failure to launch for young workers
“New people entering the workforce had a much worse experience, right? And so the COVID was sort of a, there was this sort of dichotomous experience where if you were like a 20 or 30 year veteran of a company and like a high ranking official, it was Absolutely …”
Rick Rubin argues AI cannot create true breakthroughs because it relies on reason
“Well, if the AI has reason, then it won't do what the human can do, because we're not reasonable. The all breakthrough come from what's, what's not reasonable, or what's not supposed to work. It's figuring out the thing that can't be done, and allowing it to b…”
Rick Rubin argues creators must put the audience last to preserve authenticity
“I believe that the audience comes last, and the artists should be true to themselves, and that ultimately is in service to the audience. The audience is best served when they get the real version of you. If you start watering down the real version of you to do…”
Horowitz: Building products impacts the world more than political activism
“Maybe the single best thing that you can do to improve the world is to build a company that, you know, Deliver some product or something that, that improves the world. Like that is actually, that's the thing. It's actually better than has a better impact than …”
Horowitz: Crypto provides the core network infrastructure for AI
“So every piece of network infrastructure you need to make AI work, Is, is in this new technology that's invented”
Bry: Autonomous AI Strikes Cause Less Collateral Damage Than Unguided Bombs
“Oftentimes, you know, your choice if you want to take out a target is dropping a 500 or 2000 pound bomb, which is going to cause widespread destruction and a lot of collateral damage. And so, an AI system that might be using autonomy to, like, a pretty intense…”
Horowitz: Using restrictive regulatory policy to beat China will cause US to lose AI race
“Probably the one thing we could do to lose to China is try and use policy to beat China.”
Horowitz: Highly automated US factories are almost impossible with union labor
“The way around that for America is highly automated factories, which are almost impossible to build if you have union labor.”
Dolgov: End-to-end AI models alone cannot achieve full autonomous driving
“You can take, you know, an end-to-end model, go from sensor to, you know, trajectories or actuation. You know, typically you don't build them in one stage, you build them in stages, but, you know, you can do, like, backprop through the whole thing, so, you kno…”
Andreessen: Media narratives about tech jump directly from useless to evil
“And then basically within like five years, it was like Facebook is like the living demon incarnate on earth and destroying everything. Right? It went from like useless to evil in one step. Right? You know, the headline never gets never just like, oh, this is k…”