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 295 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Altman: Solar plus storage trajectory is sufficient without nuclear breakthroughs
“Solar plus storage is on a good enough trajectory that even if we don't get a big nuclear breakthrough, we would be like, okay-ish.”
Altman: OpenAI openly targeted AGI when the field considered it taboo
“We said from the very beginning we were going to go after AGI at a time when in the field you weren't allowed to say that because that just seemed impossibly crazy and, you know, borderline irresponsible to talk about.”
Altman: I wrote OpenAI's early checks before Elon Musk funded scale
“It was definitely helpful that I could just, like, write the early checks for OpenAI, and I think it would have been hard to get somebody else to do that at the very beginning. And then Elon did it a lot at a much higher scale, which I'm very grateful for, and…”
Altman: Stanford AI lab told students not to work on neural nets
“I went to school to study AI. But at the time I was working in the AI lab, the one thing that they told you is definitely don't work on neural networks. We tried that. It doesn't work.”
Altman: Generous equity for early hires creates a massive startup edge
“I think being super generous with early employee equity and getting founder quality people as the first 10 employees I think all the evidence is on the side of doing this, and yet almost no one does, so there's like a huge edge if you're willing to do it.”
Altman: Research strategy should back intuition, then double down on what works
“Like, try lots of things, let people follow their intuitions, and then when something starts working, put a lot more resources behind it. That's worked for us really well.”
Altman: Humans Focus on Short-Term Catastrophes Over Long-Term Chronic Risk
“We're very good at thinking about
Short-term catastrophic risk, and we're very bad about thinking about long-term chronic risk.”
Altman: Vast Majority of People Try to Discourage High Ambition
“Basically all people, almost like, 98% of people in the world will try to pull you back and say, it seems a little bit too crazy, a little bit too out there, a little bit too ambitious.”
Altman: People obsessed with complex productivity systems rarely move the world forward
“I think this whole, like, productivity porn thing where you have these, like, systems and, like, you know, like, these multivariable charts and three-dimensional whatever's Like, those people never seem to be the people who, like, really move the world forward…”
Altman: The 'deferred life plan' almost never works
“One of the many problems with the deferred life plan is everyone can kind of tell that that's what you're on. And you're not that serious about, you're not that committed to either. And it just never works. I mean, it must work sometimes, but I've seen it fail…”
Altman: Startups beat big companies on ideas that sound bad but work
“For those ideas that sound bad but are good because of this phenomenon, this one no versus one yes, startups can win. In fact, startups usually do beat big companies in that category of ideas.”
Altman: Evaluate employees by net organizational output, not isolated individual productivity
“And the framework that I finally figured out is it's, you have to look at the net output that a person has on the organization as a whole. And even if they do a lot themselves, if they make everybody else miserable.”
Altman: Startup investing can be improved rapidly through deliberate practice
“If you treat this as something that you're gonna try to get better at, and sort of deliberately practice you can learn a lot, and you can get better at this really quickly.”
Altman: In angel investing, a single winner outperforms all other investments combined
“The power law means that your single best investment will be worth more to you in return than all of the rest of your investments put together. Your second best will be better than three through infinity put together.”
Altman: The biggest startups sound like bad ideas but are actually good
“The companies that could be giant are at this intersection of sounds like a bad idea is a good idea. And because That's a very narrow intersection. And because they sound like a bad idea, the best investments are the ones that are easiest to talk yourself out …”
Altman: Founder goodwill matters far more than salvaging dying companies
“It is way more important to your future success as an investor that founders like you and say, that investor did the right thing by me, than it is that you squeeze out, you know, a few drops of juice from a failing company.”
Sam Altman: Only criterion for investing is potential to reach $10 billion
“I will consider anything that I believe could be a ten billion dollar company. And that is such a tight criteria. I have no other rules. So I am willing to look at any stage. I'm willing to look at any sector. I am willing to look at any business model.”
Altman: YC funded 20 idea-less founder teams and all failed
“We tried an experiment once at YC where we funded 20 teams of strong founders that didn't have ideas, ah, but were otherwise really good. And what we learned, they all failed”
Altman: Seed investors must evaluate founder growth rate, not current polish
“If you look at a founder who comes to meet you for a seed round and compare that founder to Brian Chesky, you'll be disappointed a hundred percent of the time. That is the wrong comparison. You will never write a check. However just like startups, you look at …”
Altman: Real tech trends feature intense daily usage and organic advocacy
“A real trend is one where although not that many people are participating yet, the people who are use the platform a lot every day and tell their friends spontaneously how great it is.”
Altman: Ninety percent of angel capital goes into bad ideas disguised as good
“Unfortunately, what most people end up chasing are bad ideas that look like good ideas. I would say this is where, like, 90% of all angel capital in the startup ecosystem goes.”
Altman: Top power-law startups require spontaneous word-of-mouth recommendations
“If I think about all of the most successful internet and mobile startups I heard about those because, this is like true for enterprise and consumer apps, I heard about those because they were so good that, ah, one of my friends spontaneously told me about it. …”
Altman: Most startup value comes from earnings in years 10 through 12
“Almost all of the value in a startup is the, you know, revenue, the earnings it's gonna generate in years, 1011, and 12 from now.”
Altman: User Love Today Best Predicts Future TAM
“The thing that I have seen be most predictive for TAM's total addressable market, the thing that I have seen be most predictable for a large TAM down the road is how much the people that are using it today use it and love it.”
Altman: Most Silicon Valley investors only fund entrepreneurs with introductions
“There is a giant amount of arbitrage left, ah, because most investors in Silicon Valley will only fund you with an intro, or they'll only talk to you with an intro. And it is, honestly, I think, by and large, a fairly insular network.”
Altman: Top YC startups almost universally acquire early users manually
“This is almost universal among, not perfectly, but almost universal among our best companies where initially you have to go get users manually or do things that you could never do with ten million users.”
Altman: LA produced more billion-dollar startups than New York recently
“In fact, I bet there's more billion plus dollar companies in LA in the last few years than New York, or at least more total market cap.”
Altman: Splitting the difference between capital conservation and blitzscaling is dangerous
“People are always tempted to do this halfway, and I think, like, you should, that the entire company should be aligned, like, are we in the mode where we are testing, are we in the mode where we're trying to make things work, are, and testing growth channels, …”
Altman: Blitzscaling fails without market updraft and a winning product
“I, one of the reasons, I think, why trying to hyperscale a company that is not, that that is not winning fails, is because without that, then all of these problems of people having their turf stepped on, and, you know, the occasional bad hire you have to get o…”
Altman: Flat management works up to 20 employees but fails at 30
“Before 20 or 25 employees, most companies are structured with everyone reporting to the founder. It's totally flat. And that's really good, and that's what you want. And at that stage, that is the optimal way for product, that's the optimal structure for produ…”
Altman: Startups should innovate on products, not management structure
“What you want to do is innovate on your product and on your business model. Management structure is not where I would recommend trying to innovate.”
Altman: Founder's role shifts from product to company building at 25 employees
“Before product market fit, your only job that matters is to build a great product, or your number one job is to build a great product. As the company grows, and at about this, you know, 25 or so employee size, your main job shifts from building a great product…”
Altman: Startups should consider six-year equity vesting schedules
“I personally like six year Big grants, but six years of vesting, because I think these companies just take a while to build.”
Altman: Startups should announce job offers internally before extending them
“I think most companies, even until they get up to say three or 400 employees, should announce every offer on some internal mailing list or something before they make it. Because like half the time you do that, someone in the company will know something good or…”
Altman: The hardest thing in business is repeatable innovation at scale
“I really believe that the single hardest thing in business is building a company That does repeatable innovation and just has this ongoing culture of excellence as it grows. If you look at the examples of this most companies fail here. Most companies do one gr…”
Altman: Founder psychological swings get worse as a startup grows
“As the company grows, you continue to oscillate. The highs are better, but the lows keep getting worse.”
Altman: Loss of focus is most common post-YC startup failure mode
“The most common post-YC failure case for the companies we fund is that they're incredibly focused during YC on their company, and then after they start doing a lot of other things.”
Altman: Founders should never outsource core messaging to PR firms
“Never outsource this to your head of marketing or PR firm. You, founders have to figure out what the message of the company is going to be. And once you set that, it kind of sticks. Very hard to change this once the press decides how they're going to talk abou…”
Altman: Startups need diversity of backgrounds, never diversity of vision
“The difference, what you want is you want diversity of backgrounds, but you don't want diversity of vision. Like where companies get in trouble is when they have people that think very differently about what the company should be doing or don't work well toget…”
Altman: Standard burnout advice like vacations never works for startup founders
“The canonical advice is like go on vacation or whatever. That never works for founders. It's sort of all-consuming in this way. It's very difficult to understand. So, what you do is you just keep going.”
Altman: Startups adding unfamiliar co-founders after interviews have a 100% failure rate
“We had one YC batch where nine of about 75 companies added on a random co-founder between when we interviewed the companies and when they started, and all nine of those teams fell apart the next year.”
Altman: All top 20 most valuable YC companies have co-founders
“That for the top 20 most valuable YC companies all of them have at least two founders.”
Altman: Early-stage startups should only hire out of desperate need
“At the beginning, you should only hire when you have a desperate need to. Later, you need to learn how to hire fast and scale up the company. But in the early days the goal should be not to hire.”
Altman: Most of his best hires lacked prior experience
“Most of the best hires that I've ever made in my entire life have never done that thing before.”
Altman: Most successful YC companies were generous with early employee equity
“The YC companies that have done this well, the YC companies that have been super generous with equity to early employees in general are the most successful ones that we funded.”
Altman: Co-founders should receive near-equal equity splits
“If you're not willing to give someone, your co-founder, you know, like an equal share of the equity I think that should make you think hard about whether or not you want them as a co-founder.”
Altman: YC will not fund companies without founder vesting
“We pretty much won't fund a company now where the founders don't have vested equity vested equity, because it's just that bad.”
Altman: Pausing growth for initiatives like rebranding is almost always a disaster
“And you should be extremely suspicious if you're ever talking about, we're not focused on growth right now. We're not growing that well right now, but we're doing this other thing, you know. We don't have a timeline for when we're gonna ship this, because we'r…”