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 1,261 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 37 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
Gurley: Controlling AGI will not grant zero-sum global control
“I see a very similar vein in AI, where people, especially people that believe in AGI and ASI and magical AI, think that it's just gonna explode, and then whoever controls this uncontrollable force will control the globe. In a zero-sum way. And I just, I don't …”
Gerstner: Breaking up Google's search monopoly in 2025 is ridiculous
“I always get a, you know, a laugh out of the fact that finally in 2025, the first time we've actually had competition for Google, like very clear that competition is coming to all those categories, and now we get around to talking about breaking up their searc…”
Gurley: Hindering Foreign Competitors Weakens the US Long-Term
“Protecting the U.S. By trying to somehow injure or disable or hinder a competitor that's in a different country in the long run will make us weaker. I believe that fundamentally.”
Gerstner: AWS Trainium Chip Cannot Compete With Nvidia's Hopper or Blackwell
“I think Tranium is not even competitive with Hopper, let alone with where Blackwell is today.”
Gurley: OpenAI's Anti-DeepSeek Paper Signals Uncompetitive Rent-Seeking Behavior
“I think your friends at open AI added to that last week by putting out an anti deep seek paper that I thought was quite sad. Like if a company like GM or Ford were to put out a paper like that about BYD, we would look at them and go, oh, you just want the gove…”
Gurley: Building bigger clusters and more LLM parameters won't yield much
“I've been concerned that the way an LLM works and the way it's optimized that building bigger clusters and more parameters won't buy you much.
Right.
Whether I've said it or not, Ilya said it, Andreessen said it, other people said the same thing, and so to m…”
Gerstner: SEO is dead on Google Search
“SEO is dead. And just, you know, those are the free links. That was the core product that used to attract everybody to Google. And the idea that SEO is basically now gone is pretty, pretty.”
Gerstner: China will develop frontier AI despite US restrictions
“China is going to have frontier AI and almost all of the things we do to try to slow them down and stop them are backfiring on the United States.”
Gerstner: US diffusion rules guarantee global adoption of Huawei AI chips
“And it almost guarantees a Huawei level belt and road initiative around the world. And the world's going to run on Huawei AI chips, which gives them then the demand That they need to build a frontier AI chip.”
Gerstner: DOGE will downsize federal government by 40% to 50%
“The message is very clear that I think there's going to be a downsizing of the federal government to the tune of, let's call it, 40 or 50%.”
Gurley: Escalating tech constraints on China raises Taiwan invasion risk
“But I think if you, I think I can imagine that if you just poke China enough, if you keep poking and you keep poking and you keep raising the constraints, you increase the odds that they make a run at Taiwan.”
Gerstner: Mistral and other model companies pivoted away from frontier spend
“Mistral, a lot of the other model companies have fully pivoted, like they've already raised their hand, white flag, we don't have the revenues that can support the spend to keep up, right?”
Patel: Every semiconductor company except NVIDIA is terrible at software
“I would say every semiconductor company in the world sucks at software except for NVIDIA, right?”
Patel: AMD lacks software talent and refuses to fund internal GPU clusters
“AMD is really good, but they're missing software. AMD has no clue how to do software, I think. They've got very few developers on it. They won't spend the money to build a GPU cluster for themselves so that they can develop software.”
Patel: Initial NVIDIA GPU cloud deployments suffer a 5% failure rate
“Google's brought in a level of reliability that NVIDIA GPUs don't have. You know, the dirty secret is to go ask people what the reliability rate of GPUs is in the cloud or in a deployment. It's like, oh God, it is not, they're reliable-ish, like, but like, esp…”
Patel: Meta and Microsoft may take free cash flows close to zero
“I think Meta and Microsoft may even take their free cash flows close to zero and just spent.”
Nadella: Only four AI products qualify as true hit applications
“In fact, we talk a lot more about AI scale, but there is not that many hit apps, right? There is ChatGPT, GitHub Copilot, there's Copilot, and there's Gemini. I think those are the four. I would say in a DAO, like, is there anything else that comes to your min…”
Nadella expects AI to lower total people costs while raising cost per head
“So I think headcount will, in fact, one of the ways I look at it and say is our total people costs will go down, our cost per head will go up, And my GPU per researcher will go up.”
Gurley: Blocking ASML and AI tech to China is not working
“I don't think blocking ASML or blocking AI technology or blocking anything is working. It's just not working”
Gurley: Tariffs will only protect US industry for a very short window
“Tariffs and protectionism will only protect American industry for a very short window. It's actually going to deny them the competition they need to get their together.”
Gurley: Anthropic and Eric Schmidt Pushed to Restrict Open-Source AI
“Anthropic and their investors like Eric Schmidt have been some of the people that have been encouraging, you know, more and more AI oversight and AI regulation and trying to make it such that open source AI would not be legal.”
Gurley: Dr. Jay Bhattacharya is the best candidate to head the NIH
“His name is now being floated as a potential head of the NIH, and I couldn't, I can't think of a better candidate, and I'm so hopeful that, that he ends up in that role.”
Gerstner: Tesla Robotaxi will likely launch in select cities by Q2 2025
“I think next year really is the year of achievement of a safety standard that allows RoboTaxi to go into action, probably in Q two. They'll pick a couple of cities.”
Ball: Mega-funds incentivize VCs to prioritize deploying capital over founder success
“And so now there's a path where investors, GPs get rich, where the outcome of the founders and their companies is irrelevant. Not to say they are aligned in opposite directions, but they're no longer aligned. And now, as a rational actor, you could say, why no…”
Madra: The three fastest AI inference companies are not NVIDIA
“The three fastest companies in inference right now are not Nvidia.”
Madra: NVIDIA's CUDA moat does not exist for inference workloads
“There is no
Tie into CUDA that's required to go faster.
That's required to get the models running, right?
Obviously none of the three companies run CUDA.
And so that moat doesn't exist around inference.”
Huang: xAI Brought 100,000-GPU Cluster from Delivery to Training in 19 Days
“NVIDIA, NVIDIA's infrastructure and computing infrastructure and all that technology, to training, 19 days.”
Huang: The AI industry will with certainty require millions of GPUs
“If you just did that math and you compound it with, you add, you compound that with four X per year, On model size and computing size. And then on the other hand, demand continues to grow in usage. Do we think that we need millions of GPUs? No doubt. Yeah, tha…”
Huang: AI productivity gains lead to higher corporate growth, not layoffs
“The part that is overlooked is when companies become more productive, Using artificial intelligence. It is likely that it manifests itself into either better earnings, or better growth, or both. And when that happens, the next email from the CEO is likely not …”
Gerstner: 80% of current unicorn startups will never regain peak valuations
“Lots of people talk about the zombie corns, right? We have a thousand companies that are, that were unicorns. A lot of those will never get back there. I've said, 80% of those companies will never get back there.”
Gurley: Large endowments are holding zombiecorn startups at unrealistically high valuations
“And by the way, you talk, if 80% of the zombie corns are never going to get out or are going to get out at reduced prices, I'm telling you flat out, those are being held on the large endowments, you know, as LPs at unrealistically high prices across the board.”
Zawalick: Decommissioning Diablo Canyon Is 'Utter Madness'
“So it would be utter madness and scientifically wrong.
and I say that from 35 years in the industry as a nuclear engineer with confidence.”
Gurley: Building next-gen nuclear requires ground-up deregulation and litigation immunity
“And if you want to go build this next generation level three plant, I think you've got to rewrite the regulation from zero ground up, like make it, Thinner and tighter. And two, I think we've gotten to the point where we got to say this is so important you can…”
Gerstner: Blocking Big Tech From Small M&A Harms the Country
“We need to get back to a place where, you know, Microsoft and Google can go buy, you know, a company that's de minimis relative to their size. You know, Amazon can buy vacuum cleaner company, you know, iRobot without, you know phalanxes of lawyers and having t…”
Gurley: Closed-source AI leaders are drafting EU AI regulatory language
“The leaders with their closed source AI models are spending more money than any startups ever spent. You know, in lobbying efforts, and they're drafting the language that ends up in the EU doctrine”
Gurley: LLMs Are Structurally Set Up for Diminishing Marginal Returns
“I'm probably more skeptical. I think that the way that LLM's work is actually set up for diminishing marginal returns, but we will see.”
Gerstner: The 'stay private forever' strategy fails for most unicorns
“I really don't like the stay private forever idea. It works for some companies where you have an Elon Musk running SpaceX, and you know, the intrinsic motivation and experience will lead to a good outcome. It doesn't work well for 3050, bless you, of the other…”
Gurley: Credit Card Data Implies $2.1B of OpenAI Revenue Is Consumer
“I went into one of these credit card survey things, and I looked at OpenAI, and assuming that people don't pay for the API with a credit card, so the credit card pool just represents, and I compared it to a company where I knew the revenue it would imply that …”
Lafont: Government tech M&A blocks backfire and harm small companies
“What's weird to me is that the government By trying to protect small companies and not allowing big companies to buy small companies. So big companies get bigger. I think it's got the reverse effect where now small companies have one less chance of winning. An…”
Gurley: Elon Musk's Pay Package Is the Most Shareholder-Aligned Ever
“The Elon package is the most shareholder aligned CEO compensation package I've ever seen. I would be thrilled if all of my hired CEOs had a very similar package.”
Gurley: Companies Need to Consider Leaving Delaware as Fast as Possible
“I think companies need to consider leaving Delaware as fast as possible.”
Gurley: OpenAI and AI leaders are spouting vague, unsubstantiated hyperbole
“I think in this case, because some of the leaders and I'd say OpenA is probably the strongest Are willing to spout hyperbole. And what I mean by hyperbole is they're willing to just state really vague, broad, big ideas without much meat on them.”
Gerstner: 'Death of software' narrative will look silly within 24 months
“I would argue less than 24 months will appear to be silly. I think there's some really interesting investments to be made particularly in the public markets because a lot of these incumbents have incumbent advantages and, you know, they're going to accelerate …”
Gurley: Protective tariffs will weaken US automakers, not strengthen them
“And pulling up the, these tariffs to help protect our companies won't make them stronger. It'll make them weaker by not exposing them to the reality on the field.”
Gurley: Altman and Amodei speak in platitudes while Zuckerberg discusses technical specifics
“Dario and Sam talk in these high level platitudes about how this stuff's going to cure cancer and we're all going to, Not have to work anymore. And Zuck was down in the weeds in the meat.”
Gerstner: Closed AI model startups besides OpenAI will struggle to raise funding
“I think it's going to be very difficult for new entrants to be venture backed because to, you know, open AI will continue to get funding because they have this incredible team. They have a hundred million people using the product and paying them for the produc…”
Gurley: Staying private indefinitely will trigger sudden, severe valuation write-downs
“That staying private forever has consequences. And unfortunately, the way it'll show up is some people will have kept some private marks in their very large positions and very large portfolios for a very long time, and then they'll be corrected all at once.”
Gurley: Standalone owned AV fleets like Waymo require hundreds of billions
“Someone trying to build a completely separate fleet, I just don't think it works. Like, and I would encourage anyone that believes in it, or anyone that's a, let's call them a Waymo advocate, let's build a public Google sheet of the 20 year financial statement…”