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 1,372 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 27 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
Sam Lessin: Selling proprietary data to LLM providers for pennies is stupid
“All of the people who are, you know, some version of like, how do I sell data or give data or give context to chat GPT and get paid cents on the dollar are stupid, right? And like, it should be exactly the way around, which is you just use them as commodity ar…”
Sam Lessin: Current LLM applications are not viable standalone businesses
“Like when you back it all out, you're like, none of these are actually good businesses. They're kind of like product and growth shims towards something, but no one can really tell you what that something exactly is, right? Or how it's going to work as a busine…”
Sam Lessin: The narrative of scaling LLMs with more compute is dead
“Like, I don't think anyone thinks that just expanding LLMs and the current technology was just like, there was an era of people were just like, just throw two orders of magnitude, more compute at it, and the game is over. And like, I just, I think that narrati…”
Lessin: Musk and Altman clash because they share the exact same skillset
“There's no one who can raise, who can do it on the scale of Elon and Sam right now, or at least demonstrating it. And so I think that's actually the real point of threat or the reason that there's probably so much animosity is like, look, they're just too simi…”
Lessin: Nobody in tech believes LLMs have long-term defensibility
“I don't think anyone currently believes there's any sort of like long-term defensible important thing specifically around LLMs.”
Lessin: Washington won't break up Big Tech because they're trading partners
“They're not going to break up the big tech companies because like, that's like the whole point is like they're trading partners of the big tech companies. They want to see them Win, in a lot of ways, on a global basis”
Sam Lessin: Garry Tan Warned YC Founders Against Slow's Etiquette School
“Gary Tan, who runs YC, is a response to this, which is, PSA, do not attend SLO's Etiquette School”
Lessin: Jony Ive and Sam Altman's secret hardware device will fail
“That's definitely what's gonna happen.”
Lessin: Incubator methods trap founders into a decade working on disliked problems
“There are all these smart people in teams that like follow this like incubatory, listen to your customer, customer research, like iterate, solve a problem for demo day. And what they don't realize is they're signing themselves up for like a decade of working o…”
Lessin: Bankers should price IPOs on memetic hype, not fundamental value
“The problem is bankers are still just pricing based on what things are worth when they should be pricing based on, like, mimetic warfare and, like, community shit to get the bump and let the degens pay the price, right, for their silliness.”
Lessin: AI is an adversarial war consuming resources with no net value
“The entire thing with AI is it's a great way to sink money and power and compute into a war with itself that produces no value.”
Sam Lessin: Stripe has no interest in going public
“I would go super under on Stripe going out. Those guys are too smart. They have a totally different plan. They have no interest in the public market. And there's no point to them in going public. There's plenty of liquidity in their currency.”
Sam Lessin predicts big tech wins AI by cash-hoarding elite researchers
“The big companies win, which has been my talk track on this forever, which is like, you know, again, it's like playing Warcraft, too. As long as your cash balance keeps going up, and even better, when you hire super fancy researchers, the market rewards you an…”
Sam Lessin: Tesla's trillion-dollar valuation is transparently ridiculous
“Like, the thing that's kind of wild to me though, and all this stuff is like, it's somehow still like trading as a trillion dollar company. Like, it's like, it's ridiculous, right? The whole thing, right? And like, it's transparently ridiculous.”
Sam Lessin: Google and Meta will beat OpenAI using their cash engines
“And like, that's why I think ultimately, like, the people like Google and Facebook do win, because like, they have a money making machine that regenerates the money. And so the money is free for them. Whereas like, if you're open AI, and you have to raise it, …”
Lessin: Knowledge workers unable to build AI applications are bad at jobs
“If you can't, like, build applications with AI to do your own job better, you just are not good at your job anymore.”
Sam Lessin predicts that 99% of resumes will be fake by 2028
“I bet it's going to be like 99%. That's how STEM works.”
Sam Lessin: AI will push society toward closed human-based networks
“You have to go back to human based networks, because you can't trust anything you see or anything you're sent from an unvalidated source, right? So you end up with a very Going back to a more structured society versus a more open society because of AI.”
Lessin: AI drives margins to zero, threatening capitalism's structural profit model
“Capitalism tends towards efficiency, but that's the whole beauty of it, but like requires structural inefficiency to profit, right? If there's no structural inefficiency, there's no profit, right? Which is why people talk about how AI is communist and, you kno…”
Lessin: Generative AI Will Benefit OnlyFans Rather Than Disrupt It
“The other thing is people are short only fans because they have AI Google Gaga glasses on and they're like, this is going away because it's all wrong. Like that completely misunderstands. It's like literally the opposite. Like AI is amazing for only fans.”
Lessin: Sam Altman Sells Worldcoin as a Fix for His Fake Content
“Well, same moment, I think is thematically correct and just annoying, but like, I think it's like, it's one of those things where you're like, okay, I'm a simultaneously going to massively accelerate the problem of fake things on the internet. And then also at…”
Lessin: Foundation AI models will not become good, sustainable businesses
“Like I've actually come out of this exercise more cynical even than I was a month ago. Right. Or even a few weeks ago that any of these are going to be good, sustainable businesses, despite the fact it's clearly going to be everywhere in the air.”
Lessin: Traditional SaaS business models are dead because of AI
“They're like, I totally buy the like SaaS is dead story.”
Lessin: AI is generally not a good seed investment opportunity
“I mean, that's obviously my pattern, which is, like, AI broadly is, like, not a good seed investment. It's an opportunity full stop, right?”
Sam Lessin: AI will be sprinkled everywhere and not disrupt tech broadly
“I honestly think what we're going to ultimately find is AI just gets sprinkled in everything. It's not that disruptive to the overall system.”
Sam Lessin: Digital entertainment economy will collapse to zero value under AI
“The entertainment economy has got to go to zero, right? It's just an AI jerk off feed. It's going to be highly personalized, like whatever, like there's going to be no, there's no, there's, it's not like, I can't, I just don't imagine a world where there's any…”
Sam Lessin: Tesla is an overpriced option on robotics and self-driving
“All Tesla is, is a very overpriced option on, like, robotic infinity self-driving robots, right?”
Sam Lessin: Masayoshi Son's OpenAI investment is the signal to sell
“When Masa buys, you sell the fuck out, right? And like, this would be the moment.”
Lessin: The X and xAI merger mimics the AOL Time Warner deal
“It's basically AOL Time Warner. If Time Warner had a shitload of debt and like the upshot is, is like the cheap money right now is for the AI thing.”
Lessin: AI startups buying physical assets with cheap capital will end terribly
“And so because they have cheap money, they're buying all these like real assets with super cheap money. And That's gonna work out terribly for most investors.”
Lessin: Ex-Facebook executives join OpenAI chasing growth highs, not business quality
“So there's a pattern matching of all these exacts informed people going over there, which has absolutely nothing to do with like actually the quality of the business. Right. But it's purely about chasing that experience again at all costs, which is why you see…”
Sam Lessin: OpenAI will not become one of tech's pantheon companies
“I wouldn't be surprised if the number go up, get to run up higher, but I don't think it's fundamentally going to like be in the pantheon of important companies.”
Sam Lessin: ChatGPT is easily replaceable by four identical alternatives
“If it went away tomorrow, there's like four others that are basically the same thing.”
Lessin: The generative AI infrastructure boom is ZIRP's final gasp
“This is like the last death knell of Zerp where people are like, fuck, we need to stuff a bunch of cash somewhere. Right. Ideally with downside protection, which is nice because we're buying like fucking real estate and servers and power.”
Sam Lessin: Startups built using automated AI generator tools lack enterprise value
“What's certainly not valuable is the company you can make with a company making company making machine.”
Sam Lessin: Getting humans to Mars during Trump's administration is impossible
“Everyone, you know, you're up there applauding like this, like window, we're going to get to Mars in Trump's administration. And it's absolute horseshit. Like we, like there aren't even window launch windows open for that to happen.”
Sam Lessin: Altman's AGI and Musk's Mars are marketing for cheap capital
“Sam Altman sells AGI to get cheap capital, to build pretty basic AI. Elon sells Mars to get cheap capital. To build space internet and like more power to them, but it is all marketing.”
Sam Lessin wagers $1M that no human sets foot on Mars by 2040
“I, a million dollars that a human has been on Mars by 2040. Like set foot, like planted the flag, like boot on sand. Like literally went out of a spaceship, like hung out, did a little dance and I'll bet you a million dollars.”
Sam Lessin: AI and AGI Are Essentially Meme Coins for Rich People
“Cause I'd argue that in a lot of ways, AI and AGI is next to GameStop, the ultimate, it's a meme coin. It's a meme narrative for very rich people. It's like Silicon Valley, very rich people, venture capitalists, et cetera, needed a meme to pile a bunch of capi…”
Lessin: Startups take strategic and hedge fund money when real VCs pass
“Then you have a bunch of strategics and family offices because no smart people would invest in this, right? Like that's like how you end up with strategics and like hedge funds is when like the serious venture people are like, absolutely not.”
Sam Lessin: Best Performing Companies Stock-Wise Strongly Bias Toward In-Person Work
“If you did the analysis of like, Time in office to stock price. I bet what you'd see is that actually the best performing companies are all the ones that are biasing towards deeply in person, and the worst performing ones are the ones that are biased towards n…”
Sam Lessin: Venture Capital Shows Almost Zero Correlation Between Hours and Outcomes
“Venture capital is one of these things where like, The relationship between the work you do and the outcomes is like- The smack talk never ends. Is like almost non-existent. Like it is not an input to output business, right? Like it is, and so I think it's lik…”
Lessin: OpenAI pulled a bait-and-switch on the spirit of its nonprofit mission.
“I also like kind of am sympathetic to Elon on this one, because I also kind of believe setting aside the letter of the law, which again, I don't know, it's not my place, but like the spirit of the law, I do think there was a bait and switch by open AI in terms…”
Lessin: Elon Musk is ultimate cult leader whose stocks behave like meme coins
“And maybe Elon, I would actually argue that Elon in a lot of ways, I've said this a long time is the ultimate cult leader. And in some ways, a lot of Elon stocks behave like this on absolute steroids.”
Sam Lessin: AI labs hypocritically protest distillation after scraping the web
“That like you have this thing where like, oh, you want to have it both ways. So you think it's okay to break the economics of the underlying internet you're leveraging, but then you're mad that someone's doing it to you.”
Sam Lessin: Reaching wealth through income alone is mathematically impossible
“There's no way to like earn your way into the upper class anymore. Right. Into wealth is not mathematically possible. The way to do it through income. Right. The only way to do it is to make highly asymmetric bets with your time. Right. Or with your capital.”
Sam Lessin: DeepSeek made massive profits from an Nvidia trade
“They made so much money on their Nvidia trade. It doesn't, it's irrelevant.”
Sam Lessin: Software is never a defensible moat
“I actually, I don't believe that technology can be proprietary. It's the whole, it's too easy to copy and too easy to steal. So if anything, I would actually argue that a lot of these, the idea that like you're going to get proprietary software that, or algori…”