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 3,713 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 120 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
Banister: China will train AI on Western IP and sell output back
“And then what's really going to happen is China will sell our art back to us. So they're going to steal it all anyway, because they don't care. And they're just going to basically come back to us with these models, which we've seen with DeepSeek and everything…”
Mathew: AI mega-round funding is rational and AI potential is underestimated
“I actually think the market is totally rational on this. I think if anything, a lot of us have underestimated the potential of AI and the value creation that it offers.”
Miller: Top-quartile late-stage venture returns will soon match early-stage returns
“The returns in the private market at the late stage are actually going to start matching the returns at the early stage. If you look at top quartile performance of early stage funds versus late stage funds, I think they're going to be pretty close to each othe…”
Armstrong: AI will not cause high unemployment
“I'm in the camp of people who don't think AI is going to actually cause high unemployment. I think that employment will be about the same.”
Pincus: Consumer AI feels uninvestable due to lack of distribution
“I think consumer AI still feels uninvestable. There's no obvious distribution. There's been, like, two companies that make sense, like Sumo and Midjourney. There's, like, this prosumer place, but I think that the whole environment is amazing, but I also think …”
Slotowicz: OpenAI recently announced internal plans to go public
“OpenAI just announced that they're going to be going public.”
Slotowicz: Argus Gold aviation safety ratings are essentially pay-for-play
“Argus is, like, a third-party safety rating that comes in and does, like, an audit. It's really like a pay for play, right? Like, you basically pay them money, and then they give you a certification, especially at their, like, gold rating.”
Fishner-Wolfson claims OpenAI and Anthropic have confidentially filed S-1s
“SpaceX is the big one to kind of start this, but, I mean, as you mentioned, like, OpenAI and Anthropic are both valid. They're S-one's confidentially, so it's gonna be a pretty interesting, you know, few quarters in the public markets.”
Fishner-Wolfson claims SpaceX was the only good space investment in 20 years
“We looked at probably every SpaceX, or every space investment for, I don't know, 1520 years, and the good investment was SpaceX, and I think a lot of people thought, well, we should go invest in all these other things, and the answer is, you should invest in S…”
Singerman predicts proposed wealth taxes will go national across the US
“Oh, that's definitely going national.”
Singerman says no single Anduril founder could have built the company alone
“The Andurl founding team are all so complimentary to each other and different, but respect each other so much and are good in different ways that Not any one of them, not any one of the four of them could have, like, pulled this off, but I do think that the co…”
Romo: Space debris remediation startups are largely a scam today
“It's a scam, I think, largely. So look the orbital remediation could be a problem one day. It is not currently a problem, and I think there are there are studies you can point to on this around, like, what's the probability of collision, and what challenge cou…”
Gil Feig: Custom agent harnesses and workflow builders will become obsolete very soon
“You see a lot of people trying to build, like, a custom harness, or, You know use something like a workflow builder to build agents that are repeatable and all of that. And I just ultimately think none of it matters because we're almost at the point now where …”
Tandon: Healthcare is broken because it's run by politicians, not operators
“I would actually say that healthcare's biggest problem today is it is run by politicians. It is not run by ruthless, pragmatic business operators.”
Tandon: VC-backed AI point solutions will die within three years
“There's a lot of nonsense GPT wrapper businesses out there right now. I won't say them by name. Maybe I'll say them by name later, but the, you know, they grew fast. They got a lot of VC interest, but they're going to be gone in three years because companies l…”
Tandon: Epic creates extreme data friction compared to Salesforce
“For all the shit Salesforce gets as a company, if I want to move data from one, you know, place in Salesforce to another place in Salesforce, I can do it with my eyes closed. Like, there's no, I don't have to ask for permission. If I want to do that in Epic, I…”
Rangwalla: Anthropic Grew ARR From $9B in December to $30B
“It was nine billion dollars at the end of December, and that number was thirty billion, right? So they added twenty billion, they're adding, you know, ten billion plus or minus a month, almost two and a half billion dollars a week.”
Adcock: Trying to code humanoid robot behaviors is a complete dead end
“You basically can code your way out of this, and I think that's a full dead end, or you can run an AI-first strategy in the market, and that's what we do here at Figure.”
Adcock: Figure demonstration robots run purely autonomously with onboard Helix AI
“This is not tele-operated.
For sure not tele-operated.
No secret room.
these robots are running purely autonomously from an onboard AI policy called Helix running onboard the robot in the torso.”
Adcock: Figure plans to lease home humanoids for $400-$600 monthly
“The in-home, like, we have, we're not selling right now to the home. We want to sell here like, in the near term, and we want to sell the robot, like, for, like, hundreds of dollars a month, and as, like, somewhere like a car lease maybe, like, four or five, 6…”
Adcock: Figure is probably a few years ahead of all global competitors
“We think we're probably at this point a few years ahead of every big, everybody globally doing this.”
Boston Dynamics' Atlas was an unsafe, uncommercial research project, says Adcock
“And I think for humanoids, like, you know, the best we had four years ago was like a, you know, Boston Dynamics had a hydraulic humanoid called Atlas. It like dripped oils everywhere. It lasted like 20 minutes. It was like very big, very unsafe. You could neve…”
Bry: Skydio is the only non-Chinese company scaling autonomous drone manufacturing
“We find ourselves in a position of really being the only company in the world, certainly the only company outside of China that's capable of delivering these things reliably at scale.”
Taneja: Multiple compression will wipe out equity in many PE software buyouts
“I think software is just now maturing to a state where it's gonna have the same dynamic, and there's a one-time massive reset that's gonna happen because the amount of leverage in the system, and there's a lot of leverage coming due in these P-back companies i…”
Abraham: AI disparity will force NYC luxury apartments to hire armed guards
“The wealth disparity that's already extreme in the US is going to become even more extreme, and one of the first effects of that is just going to be that we're going to live in a less safe society, where in your New York Fancy apartment where you have your doo…”
Constant AI Assistants Will Raise the World's Net IQ by 50 Points
“In general, I think the net IQ of the world is about to go up like 50 points. Like we're surrounded by people, not in Silicon Valley, of course, To quote the Big Lebowski, not a nom, of course. Right. The average IQ is still a hundred. I think the average IQ w…”
Younis: Most Bay Area startups are hobby projects, not serious businesses
“I think most companies in the Bay Area are, you know, are more hobby projects than they are, like, earnest, serious businesses, and it's kind of like, we'll take a swing on this, and I don't mean to disrespect my own, you know, my co, I'm in the fraternity of …”
Miller: Universal basic ownership of AI beats universal basic income
“I think democratic ownership is the solution to how we deal with AI. The idea that everyone wants to get, like, universal basic income, I think that's a horrible idea, but universal basic ownership, I feel like that is magic.”
Miller: Public venture fund structures will be adopted across VC within years
“Right now we're novel in a couple of years from now it'll be obvious and everyone will be doing this.”
Miller: Loyal will develop the most successful drug in history
“This is going to be the most successful drug in history. And then she's going to go and create the next thing. She's going to create like longevity for humans. I think too.”
AI-native new graduates will 10x output and displace older workers
“I actually think most of those people, most of the new grads, they're gonna be so good at using those AI tools. They're gonna put all the people that are in the older range out of business and be able to do tenx more just by having lived through, like, this re…”
Silicon Valley insiders manufactured narratives to devalue Deel's rapid growth
“I think a weird thing that happened with us is the combination of having really good numbers on the board plus not spending time with non-internal investors allowed for other people in the ecosystem to try to give reason to justify Our growth, right? Like, oh,…”
Immerman: Waymo remains significantly ahead of Tesla on safety metrics
“But when you take a step back and compare the data, whether it's disengagements, reported accidents in Austin, Waymo is still significantly ahead today, and we feel really good about their position.”
Immerman: Kalshi is number one across users, revenue, and volume
“And today they're number one across users, revenue, volume, any metric that, that anyone would care about.”
Raanan: Israel possesses greater tech talent density than Silicon Valley
“You cannot get that density of talent anywhere else in the world. Definitely not in Silicon Valley, which spans over you know, significantly bigger geographical area.”
Raanan: An Israeli cybersecurity startup will reach a $50B valuation by 2032
“I'm pretty sure that in, in, in six years, maybe less, we'll see a fifty billion dollar and a hundred billion dollar cyber security company out of Israel. You know. I take it like take it like a fact, like, you know, the sun was, would rise tomorrow. You know,…”
Raanan: Cybersecurity must eliminate human operators to survive autonomous AI attacks
“The most important challenge for us as cyber security industry is to eliminate the men in the middle.
Making defenses completely run by self-aware, sophisticated mega agents.
And until we get to that point where we completely eliminate the men in the middle we…”
Alfred Lin: AI will not kill SaaS
“And the simple narrative, as we just talked about, is AI's gonna kill SAS. And I just don't think that that's the case. And the reason why I know that that's not gonna be the case is because I lived it.”
Opendoor saw double-digit attrition after Nejatian instituted a seven-day RTO mandate
“On my first day at Opendoor, I said, hey, we're going back to the office. Everyone has seven days. And so a bunch of our colleagues decided not to join us on that journey and left the company because they didn't want to work for an in-person company. And we wi…”
Nejatian: Opendoor lacked real culture because professional managers let it atrophy
“I don't think Open Door had much of a culture. Transparently, I think what happens to companies when they're run by, like, professional managers is, like, culture atrophies.”
Nejatian says PayPal is struggling today because it prioritized short-term metrics
“And the result of that, by the way, very objectively is PayPal. Like over and over again, that company made all the wrong decisions because they cared more about today than 10 years from now. And guess what? It is now 10 years from now, and the company's in de…”
Blania: Biometrics is the only way to prove humanity online
“Biometrics, I think, is the only way to actually solve the problem, and I would need to go much deeper into why it is, but I think it is the only way to solve the problem of human problem on the internet”
Rao: Trillion-dollar GPU data centers are physically impossible to power
“None of this is physically realizable, right? That's what's really kind of annoying to me. I'm like, okay, you're talking about, you know, a trillion dollars of GPUs. Where the fuck are you gonna get the power for that? I'm sorry, right? Like you're just, you'…”
Rao: xAI's GPU clusters broke rules and are not repeatable
“And the things that have been realized I mean, like the XAI clusters and stuff like that, You know, valiant efforts. No doubt about it. And it's amazing to push through and get it done, but it broke a lot of rules and is doing a lot of stuff very inefficiently…”
Rao: Circular AI mega-deals are justified by coming demand
“I know we talk about it looks bad or whatever, but the bet is that the demand will come, and I think that's actually a good bet. So I see it as like, all right, fine, it looks, it doesn't look great in the short term, and I can see why people are irked by it b…”
Das: Founder secondaries in over-raised venture rounds create toxic incentives
“Some people also over-raise because, you know, founders get secondary when they over-raise. So that's just the whole other topic. Generally, really poor incentives in the Valley. You know, we've seen that happen. We've heard rumors about all sorts of things wh…”
Das: Big Tech engineering follows a power law with long unproductive tails
“There's like a power law of who gives value in terms of engineering. There's some people who do so much that keep the company alive in any good successful big company. And there's a long tail of people who basically do nothing.”