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 180 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 25 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
Benioff: Jensen Huang Was Sole Tech CEO to Pivot to Deep Learning
“He was the only large company, CEO in tech, who said, you know what? Deep learning is such a big idea, and this technology is pretty darn close, the GPU to what you need. I'm gonna pivot my whole company, and I'm just gonna be about deep learning. And he did t…”
Vishria: Nvidia will not remain the only major AI infrastructure player
“I don't believe NVIDIA is going to be the only game to have content infrastructure layer.”
David Cahn: Nvidia CEO Jensen Huang is the Steve Jobs of our era
“Jensen is the Steve Jobs of our era.”
Matt Clifford: Next US President Will Maintain Aggressive Nvidia Export Bans
“The one bipartisan issue in Washington Is screw China. And, you know, like, it's certainly true that I remember writing about in 20, you know, 1819, about, like, Trump export controls, and what's interesting is that the Biden White House has been as aggressive…”
Mensch: Nvidia captures top AI margins while LLM margins lag traditional software
“NVIDIA is, at that point. The cloud providers are pretty much at cost LLM providers, we're not at cost hopefully, but the margin that, Are known to be lower than the typical software margins.”
Traynor: Nvidia won't be the sole GPU maker in five years
“I don't think NVIDIA in five years time will be sitting here proud as the only people who can do a GPU.”
Sim: Boldstart will never fund AI startups spending mostly on Nvidia
“You will never find both start, for example, finding companies where, you know, they're raising 20 or thirty million dollars, and two thirds of that money goes to NVIDIA.”
O'Driscoll: Intense AI compute demand will continue for at least 12 months
“Intense demand for compute is going to continue for at least another 12 months, and it's coming from the person who probably knows best.”
Stebbings: Nvidia licenses Poolside factory for $6B, invests $1B at $12B
“NVIDIA is paying six billion dollars to license Poolside's model factory and investing a billion dollars more at a twelve billion dollar pre-money valuation, moving a 109 engineers over to NemoTron to help build it.”
O'Driscoll: Nvidia and TSMC Have No Written Contract Despite 30-Year Partnership
“You have the NVIDIA relationship with TSMC, which famously, they don't even have a written contract. They've dealt with each other for 30 years.”
Jain: Nvidia is heavily investing in US open-source AI model development
“There's a lot of motivated parties that actually want to promote, like, including NVIDIA, for example, You know, they're putting a lot of investment in promoting, like, you know, development of great open source models in the US.”
Lemkin: Custom AI chip push is about margin capture, not customization
“This is just responding to believing that the margins are so high in video to survive. We have to recapture that margin. I just think the idea that it's customized for us is just soft language because everyone's kind of dancing around being, being Zuck-esque a…”
Chernin: Earning NVIDIA's respect requires engineering-level alignment
“NVIDIA is still for big extent is an engineers driven company. And I think the best thing you can do To get respect from Nvidia. It's my read. They may have a different point of view, but if engineers in Nvidia respect your engineers, you will have the right f…”
Lemkin: 7% of All Americans' Life Savings Are Concentrated in Nvidia
“Seven percent of all Americans life savings are essentially in Nvidia this morning with concentration.”
Feldman says Jensen Huang overrode Nvidia lawyers to adopt AI tool Cursor
“I think what's happening is the leaders are tipping. I think even Jensen told a story that, that he was battling with his own internal lawyers around the use of, I think it was cursor, and finally he just decreed. We're gonna do it. And I think I got that righ…”
O'Driscoll: AI capex splits 50% to Nvidia, 20% to power and networking
“All these companies are on fire because the hyperscalers and the model companies have decided to spend, you know, roughly three quarters to a trillion dollars a year building shit, and 50% of that goes to Nvidia, 10% of that goes to power, 10% of that goes to …”
Weitzman: Nvidia's 35x multiple is reasonable and stock has more upside
“35 is reasonable given how much they're growing. So yeah, I think they have a lot more juice.”
Cliff Weitzman: Brother Tyler made 36x return on levered Nvidia options in 2022
“I just bought a bunch of NVIDIA stock directly. Tyler bought a three X levered option. It's now like 36 X up.”
O'Driscoll: Nvidia makes $14B in raw profit per gigawatt of datacenter compute
“And NVIDIA's gross margins are 70%, which means fourteen billion of that per gig is raw profit to NVIDIA.”
Masad: Anthropic operates at 40% gross margins due to Nvidia chip costs
“Even, like, Anthropic, every hundred dollars they make, 60 goes to NVIDIA, like, you know, their margins are public, it's 40%, right?”
O'Driscoll: China represents 30% of market and $40B chip revenue for Nvidia
“30% of the entire market is in China. He wants to sell those guys Nvidia chips, and there's simply no argument on God's green earth that's going to convince him that he shouldn't get that forty billion dollars of revenue from shipping chips to China.”
O'Driscoll: Amazon's $20B Trainium business diverts nearly 10% of Nvidia's revenue
“But all that said, it's still twenty billion of dollars that didn't go to Nvidia that went to Amazon. So it is at the margin meaningful. It's 10% of kind of Nvidia's revenue, a little less than 10%. So it's, and so it's not a mega competitor. It's just an in-h…”
O'Driscoll: Nvidia's $1T soundbite merely matches analyst forecasts
“So it turns out if you add 504 hundred and then you apply a salesman's roundup, you get to a trillion dollars. Another way of translating that wonderful, amazing number of a trillion dollars is the analyst forecasts for the next two or three years look roughly…”
Lemkin: One in three Nvidia employees is worth $20M or more
“One in three employees in NVIDIA is now worth twenty million or more. One in three. Okay. 18,000 folks in NVIDIA are worth twenty-five million or more.”
Lemkin: Jensen Huang closed NVIDIA's $20B Groq deal in two weeks
“He reached out to Jonathan Ross literally just weeks ago, and the deal closed for twenty billion within two weeks. And he told his whole team, I want it done before Christmas, and it was done ahead of time.”
Lemkin: Nvidia will crush earnings in 2026 despite surging competitor attacks
“Nvidia's numbers are gonna crush this year, but we're gonna see all the daggers really coming out.”
O'Driscoll: Anthropic buys Broadcom chips to bypass Nvidia's 75% margins
“Why is Entropic buying chips from Broadcom? Answer. They don't want to pay 75% gross margins to Nvidia.”
Rory O'Driscoll: Four to five customers generate 70-80% of Nvidia's revenue
“The odd thing about the Nvidia business, unlike most other businesses, is four or five of their customers account for 80% of the revenue, something like that, 70, 80%.”
Lemkin: Jensen Huang knows Nvidia will have to give up profits
“Nvidia is making so much money, it's almost incomprehensible. So I think Jensen knows he's got to give up some of it.”
Feldman: TSMC fab expansion speed bottlenecks global AI chip supply
“TSMC can't build fabs fast enough. I think the truth is, is that these are both for TSMC and Samsung. These fabs are the most amazing manufacturing plants on the planet. And, you know, these are 30,000,000,050 billion dollar factories. And the, their ability t…”
Ross: Securing AI Memory Allocations Requires Paying Two Years in Advance
“The problem is you have to write that check more than two years in advance.”
O'Driscoll: Six customers generate 83% of Nvidia's quarterly revenue
“I think six customers I saw on the last quarterly accounted for something like 83% of the revenue”
Boland: NVIDIA Is Re-Architecting GPUs to Optimize for Inference
“They are making a bunch of architectural changes to GPUs to make them better and better inference.”
Morin: Nvidia intentionally smoothed H100 deliveries to prevent revenue spikes
“The supply of H 100 was actually a smooth out over the year so that they decided so that they didn't have like a big, you know, spike in deliveries and then a quarter less, right?”
Morin: Nvidia forces developers to care about unnecessary details like CUDA
“The thing with Nvidia is that they spend a lot of energy making you care about stuff you shouldn't care about, and they were very successful.”
Ross: Inference Accounts For Roughly 40% Of Nvidia's Market
“Right now, about 40% of their, you know, market is inference.”
Harry Stebbings bought Nvidia stock following post-DeepSeek market drop
“I just bought a shitload of NVIDIA, because they dropped 16% on the thesis that the increasing efficiency means that obviously we wouldn't need as much NVIDIA chips.”
NVIDIA participated in Poolside's funding round without taking an outsized stake
“There is one corporate that became part of our round, and that was very deliberate, was NVIDIA. Not in an outsized stake manner at all. And it's because we collaborate really closely with them On, you know, the next generation of their chips, on the software a…”
Narayanan: Nvidia is trying aggressively to migrate from hardware to services
“I do find it interesting that NVIDIA itself Has been trying to migrate really, really hard out of hardware into becoming a services company.”
Danny Rimer: Not doubling down on Nvidia was a big mistake
“Clearly, I mean, I invested in NVIDIA. I should have doubled down a lot more when I did a couple of years ago. That, that was a big mistake.”
Brian Halligan notes Nvidia's Jensen Huang publicly criticizes his 50 direct reports
“One of the things he does is he criticizes in public. Okay, so he's got his team, he's got 40 direct reports, which is pretty weird, or 50 direct reports, and if somebody says somebody disagrees with or does something that he didn't like, he will in front of e…”
Biswas: VCs Should Not Filter Out First-Time Founders
“There are a lot of first time founders who are phenomenal. Like I think, you know, you think about Jensen from Nvidia, he's been, I think that's his first startup. It's turned out quite good, right? So that's the sort of thing where you'd also don't want to so…”
Stebbings: AI Upside Is Already Priced Into Microsoft and Nvidia
“And my hard thing is like, as a general capital allocator and capitalist who wants to make money, I think the upside is already priced into Microsoft or Nvidia, where I'm not looking at them like, oh, there's a buying opportunity now because they're so richly …”
Eisenberg: Mellanox technology is the backbone for NVIDIA's AI scaling
“Yael Waldman's company Mellanox was purchased by NVIDIA, and that's really the backbone that enables NVIDIA to scale for AI.”
Wood: ARK completely sold Nvidia before buying back after stock tumbled
“We ended up selling out of Nvidia and only recently since it has had a tumble. Have we re-initiated our position?”
Turck: Deep learning's resurgence required big data and NVIDIA GPUs
“Deep learning for the most part was really developed by some, you know, particularly forward-thinking researchers like, you know, you have a con, Jeff Hinton, that, that, that group, and it's really only up until recently when those algorithms intersected with…”
Nvidia Reported $96.2B Quarter and Acquired Hugging Face for $12.9B
“Jensen standing on stage with 96.2 billion dollar quarter and immediately went shopping nearing the thirteen billion dollar price tag with the 12.9 billion that they paid for hugging face, which was confirmed just after we did last week's recording.”