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 118 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 7 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
TikTok's Feed Model Was Born From Chinese Government Follower Limits
“It was a genius invention that came about of necessity because the Chinese government didn't want to have any social networks with more than 500 followers.”
Reid Hoffman passed on Stripe over valuation and regulatory payments risk
“Having been, you know, part of the five-person executive team at PayPal through its, you know, dogfight Existence of survival or death. I knew all the landmines in the payment industry. So they came to me and said, hey, we've got this deal, which is, you know,…”
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: Americans should help make any presidential administration successful
“I think one of the things that it's a responsibility of Americans to do, including myself of course, is you try to make whatever administration as successful as possible for the people of America, for the country, for the industry.”
Reid Hoffman predicts zero involvement in incoming Trump administration
“Obviously, in the next administration they don't want to have me helping them, right? I won't be involved in any of the activity that's, that, that, that the administration is doing.”
Hoffman: US will benefit substantially from significant deregulation
“I actually think the U.S. Will be benefited by a substantial reduction in regulation because the kind of like the, okay, for every new regulation you want to add, remove two, as a way of kind of modernizing and refactoring versus just decreting”
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: Federal workforce layoffs mathematically cannot yield trillion-dollar savings
“What I think the, is, is a false promise is to say, well, the real important thing is if we lay off X percentage of the federal workforce, and all of a sudden, our federal budget will be so much more trim. It's like, well, no, no, actually, that's not, that's,…”
Hoffman predicts US defense spending will increase under incoming administration
“Like, if I anticipate anything gonna be happening in the next administration, it will be increase in defense spending versus decrease, despite all the, we're gonna have fiscal discipline, and we're gonna reduce costs, and we're gonna bring this, you know, a ma…”
Hoffman: Congress frequently forces Defense Department to continue unwanted programs
“One of the things that happens frequently is the Department of Defense says, well, we should stop these programs, and Congress says, no, we're continuing them, because this is where, you know, you're spending money in our district is.”
Hoffman: Europe must increase its defense spending to counter threats like Russia
“I, look, I think it's better for the world and better for Europe if Europe increases its defense spending. Now, I understand it was the right thing after World War II and the right thing with the Marshall Plan and the right thing to create interdependence to d…”
Hoffman: Nuclear regulation damaged climate goals by driving reliance on coal
“The things that we have done in regulating nuclear have been destructive to, for example, climate change, because you're using a lot more coal versus nuclear.”
Hoffman: Major hyperscalers are making multi-billion commitments to green energy
“All of the major hyperscalers are doing multi-billion dollar commitments to green energy companies saying, if you can deliver the energy, We will pay you the, we will give you the initial customer capital to build that.”
Hoffman: Quantum computing will aid drug discovery long before breaking encryption
“Look, we'll have to figure that out because that'll be an issue once we get to what is, you know, somewhere maybe minimum 2000 or 5000 logical quantum bits, qubits. So that's at 2000 to 5000 or more is when you get into the encryption issues. I'd call it a 150…”
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 Will Drive a Cognitive Industrial Revolution
“Artificial intelligence in an economic sense is it's a steam engine of the mind and we'll have a cognitive industrial revolution.”
Every Scale Software Company Will Need Internal AI Teams
“So I do think that every cloud provider and frankly every scale software company Is going to need to have a serious provision within like they'll want to have some internal teams and some internal talent doing things. It doesn't necessarily need to be everyone…”
AI Will Raise Incomes Across All Societal Classes
“I think that AI will raise incomes both for working class people and for, you know, middle class people and for wealthier people. I think it'll raise incomes across all of them.”
US Tech Giants Have Legal Autonomy That Chinese Counterparts Lack
“Google does not work for the US government. Microsoft does not work for the US government. There is, there's ways they're accountable by law, but they have to go through a legal process for that kind of thing. And so, given that legal process doesn't exist wit…”
Mark Zuckerberg Is One of Tech's Best Meta-Strategists
“So one, Zuckerberg is one of the best meta strategists And I don't, I deliberately pun on meta, but meta strategists, like, kind of like, what is the game we're playing, you know, of any technology leader on the planet? Like, I learned from him on this, he's s…”
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.”
Hoffman Passed on Elon Musk's Early Pitch to Send Turtles to Mars
“So I think I was one of the first couple people that, that Elon Musk pitched SpaceX to. And I literally kind of laughed at him, thinking, because, by the way, to my defense, his pitch was, I'm going to be the first person to send life to Mars because I'm going…”
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”
David Sze warned Reid Hoffman that Airbnb could be his learning failure
“David turned to me and said, look, every venture capitalist Has to have a deal that they cratered, and it is a disastrous amount of work, and that doesn't work in order to learn, and Airbnb can be yours.”
VC portfolio support quality depends on network design, not team size
“So it actually, in fact, is your operational throwaway, your strength of how you deploy the network, not necessarily the size of the operation, but you have to design it with that in mind, right? So like, for example, as I understand it, the Andreessen pattern…”
Hoffman: The electric vehicle revolution owes itself to Elon Musk
“The electric vehicle revolution owes itself to Elon.”
Hoffman: Nvidia will remain strong despite tech giants building rival chips
“So both, NVIDIA's business will continue to go very strongly because they have an amazing Lead, currently, in amazing chips, and there is you know, massive demand for their chips for doing compute, and many players, Google, Amazon, others, including AMD, are b…”
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…”
Hoffman: Greylock invested in Airbnb's Series A at a $60M post-money valuation
“Well when I did the Series A of Airbnb. Sixty million. Post.”
Hoffman passed on early investments in Stripe and Square
“I got pitched early in stripe and square, and I Didn't do the investments because I knew how hard payments was from PayPal.”
Hoffman Details Two-Hour Private Lunch With President Joe Biden
“Look, I've had a two hour lunch with Biden. He was asking me questions about AI. He was explaining stuff that was going on in nuanced detail in Israel.”
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…”
Users Will Orchestrate Multiple AI Models Like an Orchestra Conductor
“I think there will still be differences, but I think our behavior, both in creating products and as individuals, will be almost more like kind of a conductor in an orchestra. It'll be like, well, you know, a little bit, you know, louder on the bass, a little b…”
Humanity Will Indefinitely Expand Compute Power Across All Life Aspects
“Like, we're going to be on a journey, maybe forever, as human beings, of massively increasing the amount of compute available to us in all aspects of our lives.”
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.”
Cresta Study Shows Entry-Level Workers Benefit Most From AI
“Like one of Greylock's portfolio companies, Cresta, did a study of which people in the customer service were most benefited by early AI, and it was the entry level people. It was the people coming in, right, and learning the job much more quickly.”
UK AI Safety Institute Is the World Leader in AI Governance
“The UK AI Safety Institute. Leading in the world. Like, really, really good. Helping the US, etc.”
Prompt Engineering and AI Research Directors Will Be Future Job Categories
“Well, I think we'll have a whole swath of jobs that are in the kind of prompt engineering, you know, kind of, AI research assistant, you know, kind of directors.”
Satya Nadella Demonstrated Unprecedented Large-Scale Cultural Transformation at Microsoft
“Look, Satya has been, probably the thing I've most learned from Satya has been, how do you do cultural transformation of massive scale organizations? And he has demonstrated that that is doable and possible. In ways that I don't know if anyone ever has before.”