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 207 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
Sacks: Price floors are necessary to incentivize U.S. rare earth processing
“I just don't see another way to be able to create the incentives for investors because they know that if they invest a lot of money in rare earth processing, that all China has to do is slash the prices and drive them out of business.”
Sacks: A strict 40-hour work week is incompatible with becoming CEO
“You can design your career that way, but that is not a career that's going to enable you to either run a company as a CEO or be a founder of a startup or be on a track to one day being a founder or a CEO.”
Sacks: Large HR teams and DEI organizations contradict startup success
“Number one, the ones that are successful have a cultural meritocracy. Number two, they're non-bureaucratic, and they don't have too much G&A, basically overhead in the company. Now, all those things are contradicted by having a large HR team or especially a DE…”
Sacks: Deposit banks must hold fully liquid, mark-to-market assets
“If you're a deposit bank, you should be required to keep all of your assets in fully liquid securities that you mark to market every day.”
Sacks: Arming every citizen is Taiwan's best deterrent against China
“If taiwan really wants to be independent every adult there needs to learn how to fight and they need to have weapons And that's gonna be the best guarantee. We can be their ally, but that's gonna be the best guarantor is creating a credible deterrent to she mo…”
Sacks: Pre-product unicorns always end in disappointment or fraud
“When a startup gets a billion-dollar-plus valuation without a product, invariably, it ends up somewhere between a disappointment and outright fraud.”
Sacks: Misinformation regulation will inevitably be weaponized for partisan attacks
“At the end of the day, this term of misinformation is just another vector for partisan attack, and it will be used by whoever we give the power to decide what misinformation is.”
Sacks: Operating system monopolies have insuperable developer network effects
“The developer network effects around an operating system monopoly are insuperable. They, you cannot overthrow them.”
Sacks: Pre-product startups boasting billion-dollar valuations are presumptively fraudulent
“Any company That's trying to raise hundreds of millions of dollars or, you know, has a billion dollar plus like evaluation before shipping a product is presumptively fraud.”
Sacks: Retaliatory cancel culture legitimizes economic cancellation of political opponents
“You're, you might win this particular battle, but you're losing the war because you're now buying into the premise of cancel culture. You're now buying into this idea that we need to economically cancel people who disagree with us, and I really reject that.”
Sacks: Threat inflation is the primary mechanism censors use to seize power
“That, that is what I call threat inflation, and it's the biggest tool the censors have for seizing power, because it convinces people.”
Sacks: Closed AI duopolies cannot be trusted with enterprise data
“I mean, I'm giving open AI the benefit of the doubt. I'm saying it's probably unfounded, but as long as we have a closed model duopoly of frontier AI, and they're reserving the right to get into every vertical application there is, they're declaring in advance…”
Sacks: Founders selling secondary shares in Series A is a huge negative signal
“If you're a founder who's raising a Series A and you're trying to take chips off the table, I consider that to be a huge negative signal.”
Sacks: Only frontier model providers can charge a premium for AI weights
“If you're not at the frontier, you can't charge for the model layer itself. If you are at the frontier, you can charge a premium, and that's where Anthropic and OpenAI”
Sacks: AI makes software maintenance easy without institutional code knowledge
“I think maintenance mode becomes way easier with AI because you don't need the historical knowledge anymore. The AI can go in and sort of reconstitute that, that historical knowledge.”
Sacks: AI labs stay open until reaching the frontier, then go closed
“This is, I think, the tactic is you stay open until you catch the frontier or you get close to it. And then there's a really compelling incentive to go close because you want to capture all the value for yourself.”
Sacks: Running open-source Chinese AI models locally prevents data leakage to China
“Once a model is open source, it stops being Chinese in a way, right? Because you can now take that model. You can fork it. You can create your own version. You run it in an American data center on your own hardware. There's no packets going back to China. Ther…”
Sacks: AI must be decentralized to avoid dependency on monopoly providers
“If AI is this very powerful technology, I think it needs to be decentralized so that all of us can protect ourselves to some degree, right? We need to be able to run, we need to be able to run the AI ourselves on our own hardware if we so choose, so we're not …”
Sacks: Second-tier powers cannot redefine global order even if aligned
“Great powers define the international system, not mid-tier powers. And a bunch of second or third tier powers cannot redefine the international system, even if they band together.”
David Sachs: Stopping AI is impossible and US must maintain leadership over China
“Techno realist, which is technology is going to happen. Trying to stop it is like ordering the tides to stop. If we don't do it, somebody else will. China's going to do it or somebody else will do it. And it's better for us to be in control of the technology, …”
Sachs: Banning non-competes drives tech industry speed and innovation
“I think one of the reasons why the tech industry moves so fast and innovates so well is because of the happy coincidence that California doesn't allow non-competes, and so the industry's never had them. And as a result of that, like you're saying, the talent j…”
Sachs: Real business moats come from network effects, not legal contracts
“Well, just because these agreements are no longer enforceable doesn't mean that businesses don't have moats. It just means you have to look in other places. I mean, you have to find network effects. You have to find data scale effects. There's other ways of bu…”
Sacks: Re-elected presidents are more likely to enter war without voter accountability
“History shows that presidents, once they win reelection, are more likely To get us into war rather than less because they don't have to fear voters.”
Sacks: NATO membership depends on member interests, not candidate rights
“Countries don't have a right to join NATO any more than I have a right to join Augusta Country Club. Just because I'm a golf player doesn't mean I get to join Augusta, okay? It's up to the current membership of Augusta or NATO to decide whether they're going t…”
Sacks: Innovating on corporate structure almost always backfires for startups
“Never innovate on structure. All you do is create legal problems. There's a tried and true way of creating a startup, which is a C Corp. When you try to innovate on legal instead of product, it almost always backfires.”
Sacks: Dominant cash cows allow companies to survive terrible corporate cultures
“The bigger your cash cow, the worse your culture can get. Without driving you out of business.”
Sacks: Struggling startups can no longer blame macroeconomic conditions
“By the same token, if you're a startup and you're not seeing improvement in your Q for sales, then you no longer have a macro excuse for why you're not doing well.”
Sacks: Startups should avoid putting European headquarters in the UK
“If you're a startup and you're trying to consider where to put your Europe office, I would not choose the UK anymore. I used to think that the UK was number one because it was so easy, but you don't want to create that nexus if you can help it. It might subjec…”
Sacks: Modern revolutionary politics are imposed from above by elites
“So the revolutionary politics are not somehow coming from below the way you would expect a revolution to normally happen. They're being imposed from above. By some of the biggest winners in our society.”
Sacks: Woke ideology is a form of cultural Marxism
“The woke ideology is a form of cultural Marxism in which people are divided up into oppressor and oppressed groups.”
Sacks: Excessive funding creates boardroom warfare between early and late investors
“Well, to Freeberg's .1 of the downsides of taking all this excessive capital at these ridiculous valuations is that it produces a dynamic in your boardroom where your board members are at war with each other. The late stage investors are going to be at war wit…”
Sacks: VC eligibility requires at least 100% year-over-year growth
“You either have to be default alive, which means profitable or default investable, which means that you're capable of producing metrics that a VC will fund. But really that starts with a hundred percent year over year growth.”
Sacks: VCs rarely hold an informational advantage over public market investors post-IPO
“Once the company is public and the public has all the information through disclosures, The odds that I know something special that a seasoned public market investor doesn't is probably pretty low.”
Sacks: Restricting tech M&A suppresses risk-taking and capital deployment
“There's so few ways to have a good exit in the tech industry that when you take away M&A. It puts a damper on all risk taking and the deployment of risk capital into the ecosystem.”
Sacks: Startups growing 50% or less annually are private equity plays
“If you're only growing 10, 15, 20%, even 50% a year, you're not a VC backable startup. You're a private equity play.”
Sacks: Venture funding completely dried up for late-stage pre-AI startups
“If you're a hot AI startup that's able to tap into the zeitgeist, that's doing something that's perceived as cutting edge or relevant. There's a strong why now and you're early, you know, you're early stage. You're able to raise money for that. The spigot is t…”
Sacks: Bitcoin has become a honeypot for illegal activity
“It's actually turned Bitcoin. It's something of a honeypot now, because if you used it for nefarious transactions, your transactions record in the blockchain forever, just waiting for chain analysis to find it.”
Sacks: Banking system incentives encourage high-leverage gambling with depositor funds
“They're highly leveraged. The deposits, from their standpoint, are leveraged. They're leveraged 10 to one. So their incentive is to go to the casino and gamble it because they get to keep all the upside, and if they lose it, It's basically someone else on the …”
Sacks: Startups should use US Treasury money market funds over bond ladders
“Whenever they try to, let me just say when starts trying to create laddered bond portfolios, They end up needing the money sooner than they thought. What I'd much rather see a startup do is buy a hundred percent UST bill backed money market fund run by the abs…”
Sacks: Withdrawing funds during a bank run is completely rational game theory
“The downside of taking your funds out immediately is zero. And the upside is you might save a hundred percent of your money. So it's a rational decision when confidence is lost to take out your money.”
Sacks: VCs' search for 100x outcomes makes them predictable targets
“Investors tend to fall for this, not because investors are dumb, But because investors are so clear about what they're looking for and what they want. They're predictable. Yeah. Like we're, you know, VCs, especially we're looking for the hundred X outcome or w…”
Sacks: Startups could probably operate with half their current headcount
“And I think if you were to go back and look at your 2020 plan, again, created at the end of 2019, you'd probably see that you could get by with half the headcount you have now, because probably you doubled your headcount during the last two years during these …”
Sacks: The media's greatest power is defining when a timeline begins
“The media's biggest power is the power to define when time begins on an issue.”
Sacks: Five years of zero revenue does not mean startups are dead
“And for anyone who's doing a SAS company and you're in it five years and you still have zero revenue And like, that doesn't mean you're dead. I mean, they basically were a zero for five years. Absolutely nothing. And now it's a twenty billion dollar exit five …”
David Sacks: Founders have the thesis, not venture capitalists
“If you're a VC and you think you're the one with the thesis and you're the one who's going to make the difference, it's actually a seductive fallacy to fall into. It's the founder who has the thesis.”
Sacks: PE buyouts kill product innovation, creating startup opportunities
“When I see that the competitors have all been acquired by private equity companies, I generally think, okay, there's room for innovation here, because I know that the first thing that PE firms are going to do when they acquire a company is, like, zero out R&D,…”
Sacks: Social platforms should base moderation policies on First Amendment precedent
“Instead of just making up the content moderation policies as I went along, I would look at the peep at the cases where people have been wrestling with these decisions for decades. And I would create a content moderation policy inspired by First Amendment case …”
Sacks: A startup burn multiple above 3 is bad
“If you can spend a dollar or less to generate an Incremental dollar of ARR. You're doing amazing. And between one and two is good. So in other words, if you're burning twenty million in a year to add an incremental ten million of ARR, you're doing quite well i…”