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 1,069 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
Cuban says government converting Intel grant to equity is awful
“The fact that it's a grant that they're converting, I think is awful, because it was meant to be a grant, and that was the deal the United States of America made, and now we're going back on the paper that we signed as a country.”
Cuban: Trump executes policies Democrats were not smart enough to do
“I am giving Donald Trump all his flowers because he is doing things in a way that the Democrats aren't smart enough to figure out to have done themselves.”
Cuban: Consumers won't abandon misleading AI because users are primed for misinformation
“I wouldn't agree with that, Jordy, because I think people are primed for misinformation these days. You see it in healthcare continuously. You know, you saw it with COVID vaccines. People on their deathbed say, I wish I had taken the vaccine, you know, and you…”
Cuban: Trump is executing Bernie Sanders-style economic policies better than Democrats
“He's turned into Bernie Sanders. He literally has, you know, only he's a better salesperson. This is fantastic. I give him credit though. I'm not knocking him, right? I am giving Donald Trump all his flowers because he is doing things in a way that the Democra…”
Andreessen: Chinese Open-Source AI Releases Are Net Positive for the World
“I think it's been net positive for the world that China has been so enthusiastic about open source AI coming out of China which has been great.”
Andreessen: US AI Models Embed Constraints From a Specific Demographic
“I can tell you, the American models have all kinds of constraints also. Right, implemented, you know, usually by a very specific kind of person in a very specific location in the US.”
Andreessen: Training AI Is Legally Distinct From Copying
“The counter argument to that, which, you know, which we believe is, well, it's not copying, right? There's a distinction between training and copying, just like in the real world, there's a distinction between reading a book and copying the book, you know, as …”
Andreessen: Regulatory Victory Laps Over Blocked Mergers Exhibit Survivorship Bias
“I mean, it's kind of taking a victory lap was very disconcerting. And for exactly the reason you said, which is survivorship bias. Right. Which is you pick the one that worked out and then, you know, it's the airplane, the red dots, the airplane, you know, you…”
Shkreli: Quantum computing stocks are worthless shorts with no future market
“The third avenue is of course quantum, and I've spent a lot of time and money on, on quantum computing, and it's just, these stocks are shorts. They're worthless. You know, they, they'll, they'll never be a market for quantum computing.”
Thompson: Intel Is a Failed Company Undone by Its Own Culture
“So there's a real national security element here, and it's just, it's a really tough situation, because Intel is a failed company at this point, and they're, and the reason the failure is so total is because The aspects that drive their failure are the same th…”
DiRico: Marjorie Taylor Greene's weather modification bills lack scientific credibility
“I think it would be both disrespectful to the families involved and baseless and without any technical or scientific credibility if that legislation were to go through”
Huberman: GLP-1 proved people become fat because they eat too much
“It also, by the way, shut down the debate as to why people are fat. It's because they eat too much.”
Huberman: U.S. Academic Science Should Replace PI Labs With Mission-Driven Incubators
“I think the independent investigator model of science in this country, where it's the Huberman lab, or it's the whatever lab named after the PI, I think that's a flawed model. This is gonna really upset some people. There should be labs named after a particula…”
Haun: Gensler targeted compliant crypto firms while ignoring complete disasters
“Gary Gensler basically picked what should have been the best companies in crypto, the poster children for compliance, and brought enforcement actions against them, and then the complete spectacular disasters didn't bring anything, so until after the fact.”
Prince: Ukraine possesses the most capable military in Europe
“The most capable military in Europe right now is the Ukrainian military.”
Prince: Ukraine's EW and close air support surpass US military
“Their ability to fight against and to even conduct electronic warfare and even close air support in this environment is is leaps and bounds ahead of even what the US military is.”
Kovacevich: Federal antitrust agencies targeted Big Tech companies before finding violations
“I think what happened in those cases was like, they had the target in mind and then they worked to find a case they could bring. Right. And so I think that's why, like, you know, these cases have like varying degrees of strength to them because they started wi…”
Sankar: Defense acquisition executive order could prepare US to avoid WWIII
“I think it is the single biggest change that could prepare us to avoid world war three here.”
China's massive new 3D printing factories produce low-quality parts
“China is investing in the three D printing space. They are building, you know, huge factories full of these conventional machines. They don't have our technology. They don't have the ability to, you know, they can go make A hundred laser, whatever number laser…”
Sam Lessin: Tesla is worth a fraction of its price on fundamentals
“You know, what does Tesla work from a DCF perspective? We talked about public markets and how you value these things. Not a fraction of what it's traded at, right?”
Lessin: SpaceX's Mars narrative is disingenuous and fundamentally nonsensical
“The Mars narrative is so frustrating because it's so disingenuous on one hand, right? Like, it's just, like, the predictions are out of control. Like, it doesn't make any sense from, like, a fundamentals perspective.”
Hausman: End-to-end learning is the only viable path to solve robotics
“There's another reason to do end-to-end learning, which is, this is, I think, the only thing that has a chance of working.”
Groom: Waymo is far better than Tesla despite having fewer cars
“Tesla has this, Incredible advantage with how much data they're collecting and passively, yet Waymo is so much better so far, and it has so many fewer cars on the roads.”
Asparouhov: NASA should reallocate SLS budget to commercial rocket companies
“The commercial industry has better, cheaper,
You know, more effective rockets than, you know, anything that NASA is building and has at this point, we should probably reallocate that budget to just those commercial companies or to other NASA priorities rather…”
Asparouhov: Medicare efficiency offers far more savings than cutting DEI programs
“Entitlements are the vast majority of the federal government's budget, and so, you know, if you want to go look at efficiencies, you're gonna have way more juice to squeeze, like, you know, improving Medicare than, like, you know, you can cut out all the DEI p…”
Ginn: DC policymakers view Jensen Huang as exporting weapons of mass destruction
“People in DC literally view that Jensen is selling weapons of mass destruction to other countries. Yeah, that's why they use the word diffusion, proliferation, right? Those are nuclear weapons words.”
Ginn: China is under 12 months behind the US on chip advancement
“The actual modes around the information asymmetry that we have as a nation towards China on the advancement of chips is much smaller than we think. And I think it's, like, under 12 months.”
Ginn: Building GPUs is easier than the US government thinks
“Building GPUs is actually much easier than the US government thinks, which is why it, which is why Amazon's doing it, Microsoft's doing it, Facebook's doing it, Broadcom's now a trillion dollar company, and the second is that their actual ability on the Foundr…”
Ginn: Subsidize Intel and TSMC foundries instead of imposing tariffs
“We need to reshore semis, but I think the way you reshore semis is not randomly tariffing stuff and then providing exemptions when you have a lobbyist that is convincing enough to go to the White House. I thought we were supposed to be opposed to that, but I g…”
Srinivas: Breaking up Google harms America and will not increase competition
“I don't think Google should be broken up for two main reasons. One is, it's not even in the interest of America for Google to be broken up. And number two is, it doesn't actually increase competition. It's just gonna, like transfer from one monopoly to another…”
Srinivas: Google Gemini is a horrible product despite a great model
“The assistant that they have, Gemini, is actually pretty horrible, and the model is great, But the product is not.”
Kilpatrick: Pre-Training Isn't Dead; Gains Multiply Through Post-Training and RL
“And this is why, like, I don't subscribe to the, like pre-training is, you know, dead and all that stuff, because the more work that you can do at the pre-training level, those capabilities, as you do post-training and as you give the models RL capability, it'…”
Cliffton: Competitor delivery drones act like loud, disruptive octocopters of death
“I mean, if you see the way other companies are talking about solving this problem, a lot of times they're talking about like descending, you know, an octocopter of death. I mean, it looks like a lawnmower, you know, like within 10 feet of your home. It's incre…”
Hammond: Failing to enforce the TikTok ban is Trump's most unconstitutional act
“The biggest, the most unconstitutional thing he's done today is not enforce the TikTok ban. Cause that was a direct, you know, statute that Congress passed that said that shall ban TikTok.”
Crivello: Meta's Llama 4 Has Good Evals but Bad Vibes
“I will say, I feel bad for saying that because I have friends like the Lama team, but boy, like Lama for the vibes are really bad. Like the emails are good and the vibes are quite bad actually.”
Crivello: Zuckerberg Threatened to Fire Meta AI Org Over Targets
“I think Zach is, is massively raising the temperature and I think he's basically threatened to like Destroy the whole org or, like, fire happy org or, like, similar stuff like that if they don't hit certain targets by a certain date, and I think that's led to …”
Crivello: High-revenue enterprise AI startups are becoming modern shelfware
“There are some very hot AI startups out there in the enterprise that are basically shelfware. Like, their revenue is skyrocketing, and they're meeting very little adoption internally.”
Roberts: Tech should not rely on futures blessed by a16z and Sequoia
“We want lots of possible futures. We don't just want the one that's blessed by A-sixteen Z. We don't just want the one that's blessed by Sequoia. We want futures that could be possible with or without their participation or with their blessing. So I think the …”
Swyx: AI Agent Infrastructure Is What Developers Build When Lacking Ideas
“Like, the AI agent infrastructure company is what you do as a developer if you have no other ideas. So that, I mean, YC should take that as a warning sign that their people are not going after the right path.”
Knoop: Language models operate by memorization rather than solving novel patterns
“Language models. Generally working like a memorization style regime where they're right. Learning lots of data. They're able to apply it to very similar types of patterns that they've seen before, but not novel patterns. That's what RKGI shows.”
Handmer: Chinese Space Program Managers Fear Failure, NASA Managers Do Not
“China's program managers in their space program, they fear the consequences of failure and NASA's program managers do not. And that is the key difference.”
Handmer: US Should Buy Subsidized Chinese Solar Panels Instead of Taxing Them
“I think if China, our geopolitical adversary is attempting to harm us by giving us solar panels subsidized at their taxpayer's expense we should do the textbook thing that you do when people are trying to do predatory dumping, which is buy as much of it as you…”
Asparouhov: Mediocre Anduril copycats will fail to shift military procurement budgets
“Look, like even Elon isn't able to convince the Air Force that we shouldn't have human rated fighter jets. Like, you think your fucking thing that's like a mediocre copycat of Anderle is somehow going to convince them that they should spend like, you know, mon…”
Asparouhov: OpenAI Sherlocked dozens of AI image startups into total irrelevance
“There's like a whole fucking set of like a hundred like AI image generation companies that all just got, you know, fucking Sherlock by open AI and are going to be totally irrelevant because like they've got the biggest brand and know they have the best technol…”
Love: The US Defense Department should stop funding SBIR grants entirely
“We need to stop funding a single Sibber in, in our DoD and in our federal government.”
Power: Master machinists will never respect MBA graduates running shop roll-ups
“I think in general, it's a terrible idea, and the main reason is, is like, you want to run a factory, you gotta be leading the people, and you gotta have that credibility, and no master machinist or welder is gonna respect a kid who's got a suit and a Harvard …”
Schneider: The Trump administration wants to blow up universities and scientific funding
“And that is a thing that may just stop happening because the Trump administration doesn't care. About the National Science Foundation, National Institutes of Health wants to blow up universities for better or for worse from their perspective.”