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 728 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
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: Open-source AI models will outperform proprietary models in the enterprise
“So there's a lot of different elements that, that make me think that the open source component models, Are gonna be way more successful in the enterprise, and it's a really tough thing to compete with.”
Gerstner: Tesla FSD v12 will be a ChatGPT moment for autonomous driving
“I think this is going to be a bit of a chat GPT moment for full self-driving, but what it really, it just reminded me of the magic of this moment.”
Gerstner: Google search market share and gross margins will decline
“Your share likely goes down over time because you have people like ChatGPT you have to compete with. But worse yet, your margin on each of those queries goes down over time. I don't know what it nets out at, 50%, 60%. Now, mind you, for perplexity or co-pilot …”
Gurley: Major LLM players are lobbying regulators to disable open source
“Some of the larger LLM players have literally attacked open source directly and are telling, you know, regulators to try and disable it.”
Baker: xAI's Google deal yields higher profit per GW than competitors
“He shows that XAI's deal with Google for cloud computing generates more operating profit per gigawatt than Anthropic, than Meta, than Google, than OpenAI.”
Baker: Cursor and Anthropic hold more coding data than public web
“But my understanding is that Cursor and Anthropic have more tokens of proprietary coding data than anyone else, and they each have more tokens of proprietary coding data than exist on the public internet.”
Huang: xAI Brought a 100k GPU Cluster Online in 19 Days
“Just to put in perspective, a 100,000 GPUs, that's You know, easily the fastest supercomputer on the planet as one cluster. A supercomputer, ah, that you would build would take normally three years to plan. And then they deliver the equipment, and it takes one…”
Gerstner: Musk May Emerge as Largest Player in AI Compute
“So I think there might be a real consolidation in the AI compute market where you have the hyperscalers on the one hand, and on the other hand, you know, he may emerge as the largest, strongest player in the AI compute market.”
Baker: Musk's Infrastructure Became the Fourth-Largest AI Hyperscaler
“In 30 days, we went from not being an AI hyperscaler to being number four, and we passed a lot of companies, including Oracle.”
Baker: Grok 4.3 was the most intelligent 500B parameter model in the world
“Grok 4.3 was on the Pareto frontier, and as of 10 or 12 days ago, and these things move fast, most intelligent, five hundred billion parameter model in the world. And they were on the frontier, and there are four companies on the frontier. XAI, SpaceX AI, Goog…”
Baker: Frontier AI Will Capture Most Revenue While Open Source Drives Token Volume
“The majority of economic value may continue to accrue to the frontier, and man has it ever accrued to the frontier thus far, and for sure the first six months this year, but the majority of tokens consumed in the world may be open source.”
Baker: NVIDIA is highly likely to dominate open-source AI
“I do think NVIDIA is highly likely to be the world's dominant provider of open source AI, and I do think Jensen will bring open source, you know, right now it's, whatever, six months behind the frontier. We might see it creep closer and closer and closer”
Gerstner: Global AI CapEx will approach $1.5 trillion in 2027
“I think the number on twenty-twenty-seven Is likely closer to 1.5 trillion.”
Baker: Annual AI inference revenue will finish the year well over $200B
“I think we end this year well over two hundred billion in inference revenue, well over.”
Tang: AI monetization per gigawatt rose from $20B to $30B–$40B
“When the monetization per gigawatt is actually increasing from, you know, call it, like, 20, twenty billion in the best, best of cases for, at the beginning of the year, To now, like, 30 to even pushing 40.”
Tang: AI compute supply will fall far short within three years
“If we continue this curve within like three years, you know, we're just gonna be so short on all the compute.”
Gerstner: Anthropic achieved accidental profitability due to compute spending constraints
“Atropic, no way did they think they were going to be anywhere close to breakeven. Right? In, in, in, in this part of the curve. And the reason, like I called it accidental profitability that, you know, people have been talking about that because they want to s…”
Gerstner: SpaceX, Anthropic, OpenAI will add $1T revenue in 4-5 years
“The forecast now that we're going to add another trillion of revenue in just three companies, SpaceX, Anthropic, and OpenAI, over the next four to five years, ok? Like, not seven companies, three companies, and in half the time, right?”
Turley: General-purpose AI agents are about to reach critical usability
“And I do think we're about to get to that point with general purpose agents where it works well enough that you get at least partial credit, and because you're getting partial credit, you get really good tasks back, and then the magic begins because you know, …”
Jain: AI will capture massive revenue from the 25x larger services market
“Going to grab a lot of revenue that actually today is in services industry, which is 25 times larger than software industry. So this is, there's a lot of spend that is going to move. I mean, the spend that you see happen on AI is actually sort of, you know, th…”
Ghodsi: Most AI economic value will accrue to applications
“But I do think most of the value will accrue to the apps. So it's kind of, and I think that's common sense. It's just, I just don't know which apps.”
Jain: SaaS leaders will not be relegated to just backend databases
“So I think ultimately, like, software is an end-to-end stack in my opinion, and all of these companies, you know, I don't think they're going away. I don't think, you know, they're going to relegate it to becoming a database.”
Jain: Proactive AI will expand power-user adoption to 100%
“I want to see more proactive, proactive AI products coming, coming into the market next year. That, that's what, that, that is what is going to actually take it from a five percent of the users being power users to a hundred percent.”
Altman predicts OpenAI's nonprofit will become the largest nonprofit ever
“And also as Satya said, create what we believe will be the largest nonprofit ever.”
Altman: Cheap Mass Energy Will Burn Existing Power Contract Signers
“A very cheap form of energy comes online soon at mass scale, and a lot of people are going to be extremely burned with existing contracts they've signed.”
Nadella: Bill Gates was skeptical of Microsoft's initial $1B OpenAI investment
“Obviously you go to the board and say, hey, I have an idea of taking a billion dollars and giving it to this crazy structure, which we don't even kind of understand. What is it? It's a nonprofit, blah, blah, blah. And saying, go for it. There was a debate. Bil…”
Nadella: Hyperscalers will run heterogeneous hardware fleets across multiple chipmakers
“And it's not, and by the way, it's going to be heterogeneous. Obviously, Jensen's super competitive. Lisa is going to come. You know, Hawk's going to produce things from Broadcom. We will all do our own. So, there's going to be a combination. So, you want to r…”
Gurley: Circular AI financing hides leverage and delays demand slowdown detection
“I think what this does, this overall situation is First of all, I think it's driven by competition at this point. And like the first step into the gray zone was way back at the beginning. And so now I think we're fairly pregnant with it. So I think it's a comp…”
Gurley: Nvidia Agreed to Buy CoreWeave's Unsold Compute Capacity
“One of the more peculiar of all the deals is, and this was disclosed in a CoreWeave filing, was NVIDIA has promised to buy any of CoreWeave's service availability that they can't sell to anyone else.”
Gerstner: OpenAI deals imply $150B in CapEx by 2030
“If you add them all up, it looks like to me, OpenAI would be on the hook for like a hundred and fifty billion of CapEx in 2030.”
Gerstner: OpenAI generating $150B in 2030 revenue is 'more than plausible'
“Is it plausible they could have a hundred and fifty billion dollars of revenue in 2030, and I would argue as an investor that it's more than plausible that they could have a hundred and fifty billion in revenue, but I think it makes it very, very difficult for…”
Gerstner: California SB 243 creates private right of action against AI chatbots
“And just this morning, Gavin Newsom signed SB two 43, which mandates safety protocols for AI chatbot companions and gives any consumer a private right of action to sue these companies for any emotional harm that comes out of a chatbot.”
Gurley: Patchwork State AI Rules Will Inevitably Slow US Players
“If we implement 50 different state Rules that these companies have to jump through and companies that are competitors that are competing in the broader world don't have any of them. There is zero chance. That's not going to create mud and slow down the U S pla…”
Gerstner: Hyperscalers like Amazon and Meta will re-enter the stablecoin business
“You're going to see the hyperscalers. You're going to see Amazon and Meta and these guys back involved in the stable business.”
Gerstner: Wall Street consensus projects NVIDIA growth dropping to 8% in 2027
“But of the 25 sell-side analysts on Wall Street who cover your stock, if I look at the consensus estimate, it basically has your growth flatlining starting in twenty-twenty-seven. Eight percent growth twenty-twenty-seven through twenty-thirty, ok?”
Huang: AI compute glut unlikely until general-purpose computing fully transitions
“Until, until we fully Convert all general purpose computing to accelerated computing in AI until we do that. I think the chances are extremely low.”
Gerstner: NVIDIA will likely be the first $10 trillion company
“I think NVIDIA will likely be the first 10 trillion dollar company”
Huang: Elon Musk will likely build a gigawatt AI cluster first
“I would not be surprised if he gets to a gigawatt before anybody else does.”
Huang: Nvidia will eventually get the opportunity to compete in China
“These things will get sorted out, and we will have the opportunity to go compete in that China market.”
Huang: $100k H-1B fee might accelerate investment outside the US
“It also has an unintended consequence. It might accelerate investment outside United States.”
Huang: AI and physical robotics fusion will be solved within five years
“In the next five years, one of the things that, that is really cool that's going to get solved is the fusion of artificial intelligence and mechatronics, robotics.”
Wu: OpenAI deployed o3 on an air-gapped Los Alamos supercomputer
“We actually did a custom on-prem deployment with them onto one of their supercomputers called Venado. And so this actually involves a bunch of, you know very bespoke work with some FDs also with a lot of our developer team. To actually bring one of our reasoni…”
Wu: GPT-5 hallucinations dropped to near zero on certain benchmark evaluations
“I think there was an eval that showed that hallucinations basically went to zero for a lot of this.”
Godement: Reinforcement fine-tuning will become the norm for pushing AI capability frontiers
“Pushing the frontier on, like, actual capabilities, my hunch is that RFT will pretty much become the norm. Like, you know, if you are actually pushing in your field, like, you know, intelligence, like, you know, to a pretty high point, like, at some point, lik…”