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 725 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 63 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
Khosla: Open-source AI models will die due to massive training costs
“It is costing an order of magnitude more to train, and that's why I don't think open source models will be viable because of the training costs.”
Sam Lessin: A novel virus will definitely be invented using AI
“The main fear is that a novel virus is, you know, invented, and then crispered, and we have serious problems. Which will definitely happen.”
Sam Lessin: People Will Kill Themselves and Others Because of AIs
“And like, at some point people are going to start killing themselves and each other because of AIs.”
Lessin predicts OpenAI equity value is headed to zero
“Guys, I've been saying OpenAI zero the entire time. And I'm gonna keep saying it.”
Khosla: AI will eventually make almost all professional human expertise essentially free
“One of my big forecasts is almost all expertise will be free.”
Sam Lessin: AI Startups Will Yield Zero Value and Go Bankrupt
“And so if you're someone like me, who's in the camp of this is a great disruptive Business technology, and zero dollars will accrue to startups, and they're all going bankrupt. I am now a zealot for no fucking way, right?”
Brit Morin: Tesla Robotaxis Will Deploy Instantly Once Legalized
“It's gonna be so pervasive that they're self-driving cars. Actually self-driving on all the roads instantly as soon as it's legal to do so.”
Global liquidity of AI models will drive prices to zero sustainable profit
“AI is globally liquid with no borders and is easy to transport. So you're going to get the lowest cost provider. There's no money to make.”
Stanford: The concept of websites will disappear very quickly
“This concept of websites is going to disappear very quickly before we know it.”
Lessin: Bending Spoons will milk enterprise contracts and cut support to zero
“These things have big enterprise contracts. They're going to like milk those. They're going to Like, hack the CS, the customer support teams to zero because they can consolidate it.”
Morin: Frontier AI research labs will fail to find product-market fit
“LLMs are only going to carry us so far into AI, but all of these labs are not going to find product market fit and business value. Like it's just not going to happen.”
Sam Lessin: Countries attempting sovereign AI will fail and surrender control
“And what's gonna happen from conquest perspective, digital conquest, will be, like, a bunch of these countries will try that. It will go badly. Shit will start breaking. They'll be like, oh, shit, we need, like, the Americans. We need the, we need someone to c…”
Jessica Lessin: Anthropic will go public by September
“Anthropic will go public. I would be shocked if they're not public in September.”
Morin: Huge investment positions in frontier AI labs look shaky
“So like, what does that mean for all of these enormous positions that are out there in these frontier labs? I think it's kind of shaky.”
Lessin: Nobody will make money building an AI harness business
“Harnesses are stupid. Like, no one's gonna make money on a harness business, right?”
AI reverse-engineering will make all software effectively open source
“I'm hearing that they can reverse engineer any software binary. And so like software is no longer open Closed source. All software will be open source going forward because you can just rip open any binary and reconstruct the software.”
Most consumers won't need a $20 per month personal AI agent
“And I actually think that it's very possible we live in a world where over the next 10 years, most people don't need to be paying 20 dollars a month for a personal agent that can do all these amazing things.”
Lessin: Agentic Google Search is the nail in SEO's coffin
“What does everyone think about the Google search going agentic? Like, this is the nail in the coffin of SEO.”
Sam Lessin: Anthropic engineers in middle America will need security forces
“The anthropic engineers will go to middle America and they're going to need a large security force.”
Morin: AI could reduce software-driven inequality over the next 20 years
“I think this is, there's like a likelihood that the inequality that has been driven by software entrepreneurship up until this point is that kind of a local maxima and that because today anyone in the world can create software at a pace that was impossible six…”
Sam Lessin: Autonomous Agents Importing Unknown Code Will Trigger Trust Collapse
“The second cataclysm of AI is gonna be, you're just gonna, like, have all these agents running around doing crazy shit, and including things they have no idea what they're doing, and they'll check the APIs, be like, yeah, that thing works, and it sort of will,…”
Sam Lessin: AI models are indefensible commodities won by cheap energy
“It's like whoever has cheap energy eventually wins as a commodity business with no defensibility.”
Lessin: Tech PMs and Engineers Disrupted Themselves; Building Shifts to Domain Experts
“I actually think that Silicon Valley, and at least, you know, let's call it your average PM slash engineer in Silicon Valley, hilariously did just completely disrupt themselves. You no longer have a stranglehold on anything in building, and the building is goi…”
Sam Lessin: Tech faces 100x employment downshift from bot management
“It's just like basically like for every hundred software engineering jobs, there's going to be one master of bots job created, right? It'll be, you know, a hundred x downshift.”
Lessin: Claude will pass OpenAI in ARR within two months
“Something would have to change in a dramatic fashion for Claude to not cross OpenAI in the next two months. Like, something weird would have to happen.”
Brit Morin: Half of Bay Area engineers face unemployment within three years
“Well, you and I said half of the software engineers that are employed right now It in the Bay area will not be employed three years from now.”
Lessin: AI will be low-margin commodity determined entirely by energy costs
“This is basically all gonna back to energy at some level. There's not gonna be that very much margin in it. And like, low cost intelligence production is going to be the key.”
Sam Lessin: AI models will commoditize and price at energy cost
“The, you know, the original narrative was someone would get to AGI and then that would be the end of the game is not how this is playing out. Everyone's gonna get to the same shit. It's all commodity. It's all getting a price to the cost of energy. And it's al…”
Sam Lessin: AI-driven loss of meaning will push people toward extreme cults
“AI is only going to accelerate that because people's sense of meaning goes away. So the market draws us towards cults and community, right? In these extremes and weird shit in order to like create a sense of purpose and meaning.”
Sam Lessin: AI wealth concentration will lead to economic revolutions
“The latter is gone and the value doesn't get shared, which is how you're going to end up with revolutions”
Sam Lessin: Software workers will be eviscerated and potentially replaced by nothing
“I actually think of anything like a lot of people who like had a skill that was valuable, and allowed them to a lot of comfort and like to feel like they had a role economically or whatever are just going to get eviscerated. And it's very possible it gets repl…”
Lessin: Bay Area software engineer headcount will drop to 300,000
“Well, so I will go down, in three years, I'll go down to 300,000, and then I think it probably drops.”
Lessin: Selling Raw AI Tokens Cannot Produce Profitable Businesses
“You also can't make any money as a company who sells tokens or intelligence.”
Sam Lessin: Decentralized edge AI frameworks like OpenClaw harm OpenAI
“This is not good for open AI... The heavy brute force of LLMs is not a winner take all, it's not going to be an erase the AGI... The interesting game becomes on the edge and things like open claw are the decentralized version of it. So it becomes kind of irrel…”
Sam Lessin: AI will reduce software developers to 10 global 'wizards'
“There's like 10 wizards in the world. And then everything else is done by machines. And then consumers are now just like writing software for themselves that happened to be communally updating it, but they're not developers anymore. They're just like participa…”
Sam Lessin: AI will eliminate median knowledge jobs, leaving only elite roles
“I personally think that all this stuff just gets washed away, right? If you take out all the way, and they don't come back because there is no P-fifty job anymore. Like there's a P-ninety-nine job. If you truly the best in the world at something, you'll be fin…”
Sam Lessin: Open-source AI hacks will drive users to Apple and Google
“What's going to happen at some point is someone's going to come out with one that's great. Right. And it's open and whatever, and it's free. And then you're going to be, and it's going to be totally controlled by like some hacker network that's going to do ter…”
Dave Morin: AI will eliminate traditional user interfaces within five years
“Yeah, just what I'm saying is that like, if you're investing in something now or you're an entrepreneur starting something like you're what you're shooting a rocket that lands five years from now. Right. And so five years from now, like this is going to be cra…”
Sam Lessin: If California wealth tax passes, Gavin Newsom cannot be President
“Even like, I think Gavin Newsom understands that it's a, it's also, by the way, terrible for his political career, because if this passes, he will never be president, which is clearly what he wants.”
Sam Lessin predicts most will choose AI companions over real relationships
“Imagine in the near future, you can have an AI driven girlfriend, right? Boyfriend, companion, whatever. That is exactly what you want, but digital. Always available, says that it does all the things you want, like is like a perfect companion in every possible…”
Dave Morin predicts AI-generated UIs will threaten traditional SaaS business models
“And I think we're sort of rapidly moving towards a world where the UI, which largely was the entire business model of SAS for the last 10 years, most of SAS was like, I'm going to build this complex UX on top of a Postgres database, then I'm going to sell it t…”
Lessin predicts neither the US nor China will win the AI race
“It's also completely true that the U.S. And China are, one is not gonna best the other in this war. I just don't, I, there's just no doubt.”
Lessin predicts a winner-take-all AI lockout outcome will not happen
“Well then to the point is there's no lock-in, right? It's like, it's always, the only thing that changes it, which is, was the original pitch, was that we're so close to this, like, game over nuclear style outcome that someone will get to first, and then there…”