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 552 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
Sam Lessin: Operational 'number twos' are always expendable
“Those number twos are always expendable. They have to be.”
Sam Lessin: Universal scripting makes AI models interoperable, destroying provider margins
“When you get down to a lower level, because you can no longer have on-off APIs, because everything is scriptable, because these things can script any interface and interact anyway, as long as you have data sovereignty, meaning like it's your data, they're all …”
AI model leads are insecure because switching costs are too low
“What matters is that no lead is secure. And projections don't mean anything, right? And so I think that's the real story is it's too easy to switch. Leads don't matter. It's going to be impossible to financially price any of this stuff.”
Lessin: Late-stage VCs only accept steep discounts if spinouts retain AI upside
“The reason this never happens is because big fancy investors, not us lowly seed investors, but big fancy ones, have no interest in the write down, right? It's a massive write down, right, for them. And they'd rather just stick it on their books and pretend lik…”
Sam Lessin: Single-country AI regulation only protects incumbent market caps
“But, like, you taking any action as a single country does nothing, right? Like, and all it does is protect certain companies, right? And their market caps.”
Lessin: If a Startup Cannot Make a Great Movie Trailer, It Will Fail
“And if the trailer is sick, then like, that means you have good taste, that means you have a story people are gonna care about, like, it means all the good things. And if your story is boring, or there's no good trailer, then your company's gonna suck.”
Morin: Full-stack AI code generation breaks traditional internet cybersecurity
“A lot of the way that we built software, which was like, we're going to build all these little shims in between, and there's going to be all this open source software and I'm going to use yours and you're going to use mine and it's going to make my life easier…”
Sam Lessin: Software Engineers Fear Protesting AI Because It Signals Incompetence
“To admit that you are worried about software taking your job as a software builder is to effectively say that you are a bad software engineer, right?”
Sam Lessin: Software is no longer a differentiator, just consumable media
“If you're a founder, software is no longer any sort of differentiator. Software is just like consumable. Like, it's just like, it's like a piece of media. Like, it's not like you can't build a software company.”
Sam Lessin: AI memory does not create real user lock-in
“I think when you get down to the practicality of how people use these things and their actual preferences or whatever, it just doesn't play out that way. It's not as much of a lock-in as you want it to be.”
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…”
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.”
Dave Morin: AI Researcher Defections Prove AGI Is Not Imminent
“These guys jumping ship proves it actually. Right? Like if they were so sure that they were on the path to AGI or super intelligence or whatever we're going to call it this week, they would have stayed with the team and the system that they were already workin…”
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: 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…”
Jessica Lessin: Publishers must build AI tools and never license proprietary data
“Publishers have to build it themselves, and in no way, shape, or form should be turning that data over.”
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…”
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: 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…”
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: 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…”
Sam Lessin: Seed investors must sell the second SoftBank buys in
“One of my number one rules of seed investing is that the second SoftBank buys, you must sell. I've learned this the hard way several times.”
Dave Morin: Big Tech Regulation Freezes Silicon Valley Startup Acquisitions and Innovation
“And what we do know is that more and more and more regulation of big tech equals less and less and less acquisition of small tech. Which results in the complete and total freezing of the innovation ecosystem of Silicon Valley.”
Aoun: Healthcare technology adoption only occurs in service of billing
“Technology adoption in healthcare only really goes in service of billing.”
Sam Lessin: Public companies valued under $10 billion no longer make sense
“Small companies don't make sense, right? Sub ten billion dollar public companies.”
Sam Lessin: Mediocre VCs minimize downside to protect their next fundraise
“Now, interestingly, shitty VCs aren't actually managing for the killer wins. They're managing to make their companies not go bankrupt so they can raise more funds, right? And so what I'd say is a shitty VC would say, oh, we're gonna, like, manage for lower var…”
Sam Lessin: Full free speech cannot safely coexist with online anonymity
“I think to Britt's point, you can't have full free speech and anonymity. I actually think that's too dangerous, right? Like for the reason you're talking about, especially as we get into the bot world and AI or whatever. So like, the thing I believe in is that…”
Lessin: AI startups only win because Big Tech fears copyright lawsuits
“The only way startups win, right, I think in this world, is if the really big companies basically are too prissy And then also are too legal. Like they're suitable. They're real targets. So they can't do this stuff. And then they let all of the babies, like th…”
Gil: VCs Push Struggling Founders to Grind Because They Are Free Options
“Investors have a strong incentive for you to keep going because you're just an option once they put money in. And so if they get 50 cents on the dollar, they don't care, and they'd rather you just keep trying because you're just a free option. They already hav…”
Lessin: Technology Has No Value, Only Customers and Profits Do
“If you think about what companies are valuable, the technology is not valuable. The customers are valuable. The revenue, the profit is valuable.”
Khosla: Startups should ignore compute costs; AI software optimizations become worthless
“And my advice to all our startups is ignore the cost of compute. Because any assumption you make, any dollar you spend on optimizing your software will be worthless within the year.”
Sam Lessin: Blocking Big Tech acquisitions forces startups to build profitable businesses
“I think this is like pretty good because all of a sudden as a startup, you'd be like, you actually have to build a successful business to go public and make money and like be a successful company. You can't just build a product that's strategically valuable to…”
Sam Lessin: Startups are almost never killed by direct competitors
“The number of companies that are actually killed by competition is so small, right? Like the story is, oh, I need more money to like me. And then look, it happens like Uber, Lyft can like slug each other to death. You know what I mean? Like there are places wh…”
Sam Lessin: Product founders cannot delegate business leadership to a COO
“I'd actually argue that they're kind of the whole paradigm of like smart product founder, hire a business person, good, make business work. That's actually like never actually true. What you need is smart. You need the founder to be that person.”
Florida Founders Are Tax Optimizers; Silicon Valley Founders Grow the Pie
“The Florida signaling is, right? Basically, you like no income taxes, right? You're an optimizer. You want that last dollar, right? Well, that's, but why is crypto? It's like the same thing with, like, crypto is all in Puerto Rico. Like, all these crazy, like,…”
Sam Lessin: VCs accept startup failure as long as founders are honest
“It's one of the beauties of Silicon Valley and our economy as it's set up, is like, this is a no-fault zone, unless, you know, so don't lie, don't make shit up. It's either working or not, and you probably know, Right? And if it's not working, it's completely …”
Lessin: Generative AI models effectively function as information laundering
“The problem is that the problem is that all this AI stuff is effectively information laundering, right? Because you can't really point to where the sources came from and people are trying to figure out ways to do that, but it's like kind of antithetical to the…”
Lessin: The predictable conveyor-belt model of venture capital is dead
“The train tracky version of the private capital tech markets is dead, and the problem is that a lot of firms designed their thesis and, like, the way they're approaching investing over the last many years to just fit on that, like, that, like, conveyor belt, a…”
Sam Lessin: Frontier AI Guardrails Are Pointless in a Multi-Model World
“You're gonna have a few of these very powerful models. It's like stupid for them to limit what you're doing with these. It would make sense if they were the only model in the world, but it's kind of like having a group of people, and you go to one of them, you…”
Sam Lessin argues representative democracy cannot function at a 300 million scale
“The federal government isn't designed to do these types of things. States are. Communities are. They've all been blown up in favor of kind of national integrated economy, and the problem is the federal government is just not set up, and it's, you can't do a de…”
Parents have no chance competing against big tech's massive cloud compute infrastructure
“These clouds, I mean, I don't think Meta publishes it or Google publishes it, but my guess is that it's around ten million computers in like these clouds globally, if not tens of millions, and no one brain has any chance. Parents have absolutely no chance. And…”
Venture investors should avoid taking board seats and formal corporate control
“Boards are the worst. You should never have any formal control of anything.”
Holt: Inaccessible industrial data gives physical AI startups an edge over tech giants
“This data is not readily accessible. You can't commoditize it nearly as quickly. And so it gives startups like a chance to actually gain distribution In like a more methodical way before the mega platforms can swallow it up.”