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 44 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 4 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
Baker: Google surpassed OpenAI and Anthropic in total AI traffic
“I think they've taken 15 or 20 points of traffic share in the last two or three months, and that does not, that's just traffic to Gemini. It does not include search overviews. I suspect on a actual traffic basis, Google is bigger than OpenAI, Anthropic, anyone…”
CCP Launders Anti-Data Center Campaigns Through TikTok, Asserts Gavin Baker
“Like there is an organized CCP funded campaign. I think against data centers here in America. Like I think a lot of it gets laundered through TikTok and it's just tragic because the other thing that's happening is this is re-industrializing America.”
Starship Reusability Drops Orbital Compute Launch Costs Under $1B per Gigawatt
“What you have to compare it to is the cost of launch, and with Starship reusability, that goes to under a billion, so the economics just instantly flip.”
Musk and Huang Co-Designed an Orbital NVIDIA Rubin Rack for 2027
“Elon said that he and Jensen have co-designed a Reuben rack. And there, it's gonna launch in the fourth quarter of 27.”
Microsoft Failed to Build Competitive In-House Frontier AI Models
“They clearly tried to make a frontier model. They failed. You know, Satya said, we're gonna have our own models that are very competitive. Like, I think he said that 18 months ago. They don't have their own models that are competitive.”
Baker: Artificial intelligence is not currently in a financial bubble
“I do not believe we're in an AI bubble today.”
Baker: Unlike 2000 dark fiber, no dark GPUs exist today
“At the peak of the bubble, 97% of the fiber that had been laid In America was dark. Contrast that with today. There are no dark GPUs.”
Baker: Larry Page said he would risk bankruptcy to win AI race
“Larry Page apparently internally said, I'm happy to go bankrupt rather than lose this race. And I think that is the mentality for sure at Google and perhaps Meta. It's just seen as existential and you have to win.”
Baker: Software companies cannot succeed in AI without margin pressure
“It is definitionally impossible, given what we just discussed, to succeed in AI without gross margin pressure, and I do not know why they have concerns, because we have an existence proof that a software company can deal well with declining margins in Microsof…”
Baker: Chinese open-source AI helps US firms catch leading frontier labs
“In a strange way, the Chinese open source model ecosystem is a godsend to any American company that's trying to catch those four leading labs.”
Baker: GPT-V is not evidence that AI scaling laws are ending
“GPT-V is a smaller model. It was not designed to be better. It was designed to be more economical for OpenAI and Microsoft to run. Any reference to GPT-V and scaling loss is crazy.”
Baker: Debate between humanoid and non-humanoid robots is over
“Is it going to be humanoids or not humanoids? I think that debate is over because humanoids can kind of learn, you know, from watching YouTube videos, and then it's easier for a human being you know, to put on a suit and show the robot how to do it.”
Tech Founders Reported No Deteriorating Business Metrics in July and August
“My standard question is, can you tell me one quantitative data point in your business that's getting worse? Just one. That's my standard question, and it's at least in July and August, I haven't been able to find a single person.”
AI Adoption Accelerated Across OpenAI, Open Source, and Grok in Summer
“Now, if we're being honest, you know, Anthropic is you know, in a quiet period, so maybe they've slowed down a little bit, but I do think the rest of the world has accelerated, you know, OpenAI is clearly accelerated. Open source, I think, has accelerated more…”
Anthropic Cleaned Up Accounting to Make Revenue Comparable to OpenAI
“If you're anthropic, one, I think they probably trued up and cleaned up some accounting. You would, you'd rather do that. So you rebased and now you're comparable to open AI.”
Anthropic Asks Candidates If They Are Fine With Equity Going to Zero
“Anthropic is now in their culture interviews saying, how would you feel if the equity went to zero? Because we're looking for people who are mission aligned.”
Frontier AI Labs Will Not Generate Free Cash Flow Anytime Soon
“They, I, for sure, I don't think they will generate free cash flow anytime soon. I think they're gonna generate a lot of operating cash flow, and then they'll use that to buy a lot of, you know, GPUs XPUs, whatever, whatever I'm gonna call them.”
Nebius and CoreWeave Compute Payback Periods Are Nine to Ten Months
“We calculate, you know, Nebius and Corweave both gave some interesting disclosures. But you can kind of get to a nine to 10 month payback for Nebius”
SpaceX Achieves Sub-10-Month Compute Payback on Large Rapidly Built Clusters
“And then SpaceX, because they build these really big clusters, and I think a really important point is they bring them on fast. They have an even faster payback, and they can monetize it, you know, higher”
American Open-Source AI Led by NVIDIA Will Reach Near-Frontier Capabilities
“I do think you're going to see American open source led by Nvidia get really close to the frontier.”
Enterprise AI Providers Must Vertically Integrate Compute to Be Low-Cost
“You're just simply not going to be the low cost provider. If you're not vertically integrated, if you don't own your own compute over the very long. Long-term.”
Baker: Google's TPU makes it Nvidia's biggest AI chip competitor
“NVIDIA's biggest competitor, it's not AMD, it's not Broadcom you know, it's certainly not Marvell. It's not Intel. It's Google. And more specifically, it is Google, because Google owns the TPU chip.”
Baker: AI may be a sustaining innovation for Big Tech
“I think there's reasonable arguments that AI could be a sustaining innovation because the raw ingredients of kind of data, you know, the capital to buy compute and distribution, which is what you need. All of the big you know, today's biggest tech companies ha…”
Baker: ChatGPT was a 'Pearl Harbor' moment for Google
“No, to me, ChatGPT was Pearl Harbor for Google, and we're going to see how they responded, and they're slowly starting to respond.”
Baker: Frontier AI lab gross margins will stay structurally below SaaS
“And the nature of AI because of scaling laws, Richard Sutton's the better listen they're just more compute intensive. So their gross margins are structurally going to be lower. But that doesn't mean they can't be great businesses. I just, I think it's going to…”
Baker: Cursor's token flywheel will become tough for competitors to catch
“And the reality is, Kirscher, now they have a trillion, trillion tokens. And you know, there will be a point where they have enough coding tokens that it's tough to catch them.”
Baker: AI browser startups will regret competing against Google Chrome
“I think the AI companies that have launched these AI browsers may come to regret it, because there's something called Chrome that has whatever it is, five billion users, and if you're Google you know, you can just go look at what happened with Google Buzz.”
Baker: Major custom AI ASIC programs will be canceled within three years
“In the next three years, I think you'll see a bunch of high-profile ASIC programs canceled, especially if Google starts selling TPUs externally, which has been all over X.”
Baker: Google avoided outcome models because advertisers systematically overpay for ads
“Because people overvalue systematically their ability once they've acquired a customer through Google to keep it as an organic customer. So they systematically overpay. And they continue doing that. That's why Google never went to outcomes or marketplace, beca…”
Baker: Global robotics market will be Tesla versus China
“Yeah, very real, and it's gonna be Tesla versus the Chinese in the same way it's Tesla versus the Chinese in, in cars.”
Private Credit Finances NVIDIA GPU Purchases at Low Cost of Capital
“Particularly if you're buying NVIDIA GPUs to a lesser extent TPUs, you can finance these. And there's a very sophisticated, you know. Yeah, it's a very low cost of capital to finance them today.”
Operating Cash Flow Funds the Majority of Current AI Infrastructure Buildouts
“Even today, a majority of this is still being funded out of operating cashflow, which I think is really helpful.”
Behind-The-Meter Data Centers Can Increase Local Town Tax Revenue 10x
“Particularly with behind the meter power generation, when a data center goes in, It transforms a town like tax revenue. It doesn't double it like 10 X's and it is revitalizing all of these like dying small towns all over America.”
Every One Percent Market Share in AI Accelerators Is Worth $100 Billion
“My rule of thumb for accelerators, every one percent share today is probably worth a hundred billion. So there's no need to go head on with NVIDIA.”
A $50 Billion NVIDIA Data Center Requires Only $15 Billion in Equity
“Like, let's say it's fifty billion dollars. For an Nvidia data center, you need a fifteen billion dollar equity check. Okay. You can finance the other thirty five billion.”
Google TPU Data Centers Require Double the Equity Check of NVIDIA GPUs
“TPUs are the second most financeable. It probably takes, I don't know, double the equity check at least. And then the rates on the rest of it are higher.”
Top GPU spenders gained 10-point ROIC increase after raising AI CapEx
“Those companies, since they ramped up CapEx, have seen, call it a 10 point increase in their ROICs. So thus far, the ROI on all the spending has been really positive.”
Anthropic's Next Financial Disclosure Will Likely Show Re-Accelerating Revenue Growth
“And then, you know, I would hypothesize, because they've executed well, probably the next disclosure is a re-acceleration, and then there's always this kind of funny game between the frontier model companies.”
Frontier AI Lab Revenue Is Determined by Internal Compute Allocation
“A lot of the revenue is kind of under their control based on what checkpoint they release. Yeah. Where they price along this, you know, kind of Pareto curve, and then how much they allocate between training and inference.”
Atreides Management's Internal AI Token Spend Grew 100x in Five Months
“At Atreides, our internal token consumption has gone up a hundred X from the month of March, March through August, 100 X. Yeah. Our token spend.”
Open-Source Models Require the Same Compute as Equivalent Frontier Models
“It takes the exact same amount of compute. All else equal to make an open source token as a, you know, frontier token for a comparably sized model. Now there's a lot of nuances there, but that's broadly true. It's just a question of what are the margins that a…”
Baker: Infrastructure is safer than applications early in tech waves
“It's one reason I think the infrastructure layer is often maybe a safe place to be at the beginning of one of these new technology waves.”
Baker: AI business models will shift to outcome-based pricing
“Humans were fundamentally paid based on outcomes, and a lot of AI will be augmenting humans, but probably also replacing some humans, and that will involve being paid paid for outcomes.”
Kimi Model License Demands 30% Revenue Share on Downstream Usage
“And even then the Kimi license, something that I don't think a lot of people appreciate is the Kimi license stipulates a 30% share of any revenue. So, like, Kimi has taken a 30% cut of all the revenue generated on its, and this is because it's open weights, no…”