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 33 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 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
Hoffman: Distinguish freedom of speech from freedom of reach in media
“The importance of freedom of speech, there's a really interesting distinction between freedom of speech and freedom of reach, right? So, if you're standing at the local corner, and standing on a soapbox, and saying, the moon is made out of blue cheese, and the…”
Hoffman: Media platforms should attach expert determinations to false claims
“Look, if I could, through a democratic process, because I believe in democracies, I believe in collective governance, get our society to agree to say, hey, what we should do is identify some topics that panels of experts can yield To a truth determination on. …”
Hoffman: Blocking tech acquisitions entrenches monopolies by deterring startup funding
“If you want competition with those large companies from startups, Investors, say for example, I'm an investor who's gonna put a billion dollars into a company that might compete with one of the large tech companies. I'm only gonna put the billion dollars in if…”
Human Data Quantity Matters More Than High-Prestige Journalism Sources
“People frequently mistake what quality of data means because they think, oh, you have to train on the New York Times. And actually, in fact most of it is quantity of human data, not because you've had any particular journalist who's, who's got a particularly n…”
Startups Cannot Finance Pre-Revenue Billion-Dollar AI Compute Runs
“Look, if you're saying what really matters is, like, the driving function here will be the billion dollar compute run to make this model, it'll be very difficult for startups to do that, right? I mean, even in this more modern global venture capital where star…”
Distribution Matters More Than Product Quality in Mobile Software
“Distribution, especially in mobile internet software is more important than quality of product.”
VCs should not blindly follow 20% ownership target heuristics
“Don't just apply the heuristic of, like, 20 plus percent blindly. Apply it within the analysis of, you know, what are your probabilities? How big can it get? Or is it likely to get?”
Hoffman: Pro-business stance is a moral requirement for American presidents
“One of the things that I actually think is a not only a competence, but a moral requirement for American presidents is to say business is good.”
Hoffman: Global demand for AI compute at moderate prices is effectively infinite
“Kind of like electricity, we have infinite demand for compute at kind of, call it modest, at moderate price, pricing. So as long as we can deliver that, we will, demand will completely fill.”
AI Panic Mirrors Historical Opposition to the Printing Press
“Your discourse around AI is like the discourse when the printing press was launched. People would say, this spreads misinformation. You're like, okay, By the way, the printing press was a good thing, you might have noticed.”
Disrupting Tech-Stagnant Oligopolies Creates Massive Venture Value
“If an industry has had decades of technological innovation that are not reflected in the market, because the structure of the market Kind of locks in this anti-innovation kind of oligarchy. It's hard because there's something that's locking it in, but if you c…”
Open Internet Enables More Startup Innovation Than Gated Mobile Ecosystems
“That's always the challenge in startups, and it's one of the reasons why the internet has been much better for entrepreneurs than mobile ecosystems, because the mobile, mobile ecosystems Are controlled by solitary providers in ways that the internet is not. An…”
Technology Accounts for 30% to 80% of Any Scale Problem
“Every scale problem that you think of, 30 to 80% of the solution is technology.”
Unsolicited board member directives to founders are usually mistakes
“As a board member, you don't have to say, I think you should do X, which is kind of like, okay, like when you're saying that, when the person hasn't asked you that explicit question on the board, that's usually a problem. That's usually a mistake.”
Most personal weaknesses are unfixable flip sides of core strengths
“You can't fix many of your weaknesses. You can fix maybe one or two, and what's more, a lot of weaknesses are the flip side of strengths”
Hoffman: Tech paradigm shifts create foolish investments alongside historic winners
“Well, so when everyone understands that a technology transformation is happening, a bunch of people make foolish investments. It happened in the internet, it happened in mobile, right? It happens. But because there's some foolish investments doesn't mean there…”
Users Must Not Proxy Their Judgment of Truth to AI Models
“I mean, it's both, on one sense it's a great you know, kind of companion catalyst in these things. And on the other hand you have to be careful to not, it's just like, for example, don't proxy your judgment of truth to what you happen to have found in a search…”
Frontier AI Model Training Requires Unwritten Art, Not Just Compute
“So it isn't just, you know put in data, right, you know, put in compute, press button, go away for six months, come back, and go, ha ha, I've got GBD-IV. There's a whole bunch of art and science, and what I mean by art is like, well, you train it this way firs…”
Incumbents Can Only Seriously Address a Couple of Markets
“They can take on markets because a company can only, any company can only take on like a couple of markets really in a serious way.”
Software Startups Must Raise Capital Assuming Scale Despite Low Odds
“This is the thing that, that, that standard studies of business don't really track, which is when you think you might be successful at scale, and you still have tons of risk, you go, generally speaking, within the software world, and maybe even the hardware an…”
Very Few Companies Maintain Focus Without External Competition
“At least some competition is essential. I think very few companies pull their selves into a coherent shape, and deliver in a focused way without some scope of competition.”
All Hyper-Growth Startups Are Chaotic Hot Messes
“Having done this at PayPal, having done this at LinkedIn, having done this at Airbnb, having done, like all of this stuff, it's always a chaotic hot mess.”
Founders Must Actively Seek Disproving Data on Their Business
“They should always be getting, trying to get disproving data to their investment thesis on their business and on their product.”
Extreme Success Inherently Requires High-Stress Personal Drive
“Anyone who achieves that much amazing success is driven, and by the way, that level of drivenness is very stressful, right, so you have to go with that stress”
TikTok Is Content Distribution, Not an Explicit Social Graph
“Now, it's a social network, you know, as much as there's people, there's individuals who are creating stuff that's being consumed by other individuals, but it's not a social network in that, you know, I'm connected to my friend Harry, you know, on LinkedIn.”
Media creation like podcasting is a real form of leadership
“When you're doing content production like podcasts, And kind of areas like that, You are actually, in fact, creating a form of leadership, because it's like, well, here are things to pay attention to. Here are things to learn from. Here are ideas or patterns o…”
The most common board member mistake is overestimating their own knowledge
“It's the most often mistake of board members, which is board members go, look, I'm in this really important role, I'm sitting on the board, you know, the CEO, we make this important decision about the CEO and the engagement with the CEO in terms of what happen…”
Speed is one of a startup's few core strengths
“And by the way, in startups, you should not slow down. Startups are one of those things where speed is one of your very few strengths, and so you should be moving.”
Every mega consumer internet giant defines its own unique pattern
“Each of the consumer internet giants at size is its own unique pattern, right? You don't go, I'm going to build another big consumer internet business, and it's going to be like Airbnb. It's like, no, Airbnb is the pattern like itself.”
Angel investing is like friendship; venture capital is financial marriage
“An angel is kind of the equivalent of investing as a friend. They're not nearly as invested. They're not, as it were, like married to the project. They put money in lots of different bets, even when they're, they can be very helpful and helpful, and they're no…”
Upfront expectation setting preserves founder trust when VCs reduce time
“And that, by having had that conversation at the beginning, and having made that when you were discussing what your partnership would be like, what the alliance would be like, in terms of what you're doing, then people go, look, I wish I had more time, but I f…”
Venture capitalists should serve on a maximum of 10 to 12 boards
“Venture capital should really be only on a maximum of, call it, 10 to 12 boards as a way of kind of working on them for these kind of commercial boards.”
Tech founders must view society as a customer, not just individuals
“That I would love to add to the culture, and some people haven't, like, for example, the Airbnb founders, you know, all of Brian, Nate, and Joe, is not only to think about the success of your individual products, and the success of your business, which both ca…”