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 3,890 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
Underdogs diffuse media pressure by expanding the attack's surface area to others
“And so the way to think about this is if you're trying to relieve pressure, you don't get to change how much force is coming at you, but you can change the surface area. You can spread it out over more surface area. You're not just attacking me. You're attacki…”
Apologizing when blameless incentivizes attacks, whereas holding firm builds strategic deterrence
“If your apology and your subsequent contrition and attempt to make amends is not correlated with whether you did anything wrong, then of course everybody should come after you all the time because it's a lottery ticket, right? Just come after you and then mayb…”
Evans: LLMs currently lack usage-driven network effects
“There's no apparent equivalent in LLMs right now. There's no reason why the LLMs get better because more people use them.”
Evans: For LLMs, variance is bad and originality receives a lower score
“For an LLM, variance is bad. Originality is, is, is a lower score.”
Evans: Apple risks being 'Microsofted' by cloud-based AI models
“There's this sort of question for Apple around, does this actually change the experience of what a smartphone is, what the ecosystem is? Does it end up kind of getting Microsofted, in the sense that you're going to still, for the time being, you're still going…”
Evans: Meta and Amazon want LLMs to become commoditized infrastructure
“What Meta and Amazon want to do is to make LLM's commodity info that sold at cost. This is why Meta made it open source, because they want to make it commodity info that sold at cost, and they differentiate on top with Meta stuff, with Facebook, social, Instag…”
John Bragg: Family successors should be trained as owners, not managers
“They're not being trained as managers. They're being trained as owners. If they're good owners, Bragg says, they can hire good management.”
Parrish: Acquirers should overpay for scarce assets to signal future sellers
“Every acquisition is really two acquisitions. It's the company you're buying today and the companies that might sell tomorrow. When opportunities are scarce, pay what it takes to get the asset you want. The people who nickel and dime their way out a great deal…”
Johnson: The craving for sexual novelty stems from severe emotional numbness
“You need novelty when you're numbed out and shut down. And you need more and more novel sensation to have you get turned on. That's the way I see it. Novelty is about how we've numbed our sexuality.”
Johnson: Emotional disconnection drives infidelity much more than sexual frustration does
“The overwhelming thing is people do not have affairs because of sexuality or sexual frustration. They have affairs because they're emotionally disconnected and alone.”
Johnson: Time cannot heal relationship injuries because brains retain survival data
“People think, people say things like time will heal that it will not. Your brain holds onto it. It's significant survival information. When you needed, your partner wasn't there. They're no longer safe. You can't count on them.”
Dr. Sue Johnson: Couples Cannot Use Taught Communication Skills During Real Conflict
“The trouble is with communication skills that you can't, all the evidence, all the research says you can't use them when you need them.”
Paying double market wages slashes retail employee turnover and internal theft
“Pay double, and you get your pick of the best workers. Turnover disappears. Theft becomes almost non-existent. People start treating your business like it's their business.”
Owning physical logistics assets makes it difficult to remain customer-centric
“If you're an asset owner, it's pretty hard to be customer-centric, because your job is like, fill the asset, or you don't make money.”
Micromanagement is just attention to detail unless the boss lacks judgment
“Like micromanagement and attention to detail, same, two words for the same thing, right? Attention to detail is great. Like your boss is involved in your stuff. Like that's only a problem if your boss is an idiot and out of touch and making bad decisions. But …”
Founders should apply AI to traditional domains rather than building core AI
“I always say that to people who are like building AI companies. It's just like, what a nightmare. Your competitors are literally AI geniuses. Like you should find a way to apply AI in some other domain. So you're not competing with the smartest people on plane…”
Kahneman: People prioritize narrative life satisfaction over real-time emotional happiness
“What people really want in their life is they don't seem to care about how happy they'll be. They seem to want to be satisfied with their life. They seem to want to have a good story about their life.”
Kahneman: Anyone highly optimistic about behavior change is deluded
“I think changing behavior is extremely difficult. There are a few tips and, you know, a few guidelines about how to do that, but anybody who is very optimistic about changing behavior is just deluded. It's hard to change other people's behavior. It's very hard…”
Kahneman: Independent clear thinking is nearly impossible due to social belief adoption
“I would say that independent, clear thinking is, to a first approximation, impossible. I mean, in the sense that, you know, we believe in things most of the time, not because we have good reasons to believe them. If you ask me for reasons, I'll explain you. I'…”
Kahneman: Replacing human judgment with standardized algorithms consistently produces better decisions
“If you really want to improve the quality of decision making, use algorithms. I mean, whenever, wherever you can if you can replace judgments by rules and algorithms, they'll do better.”
Kahneman: Organizational judgment is fixable through procedures; individual judgment resists change
“I'm much more hopeful about organizations, because organizations think more slowly, and they have procedures for thinking, and so you can control the procedures. Individual judgment is really hard to fix. Not impossible.”
Kahneman: Defeat absurd negotiation anchors by making a scene and refusing them
“So, when I was teaching negotiations, I would say somebody does that to you, comes up with a number that's absurd. I would say, lose your temper. Make a scene. Say, I will not start the conversation from that number. It's an absurd number. I don't want to. Let…”
Les Schwab believed corporate executive greed created competitive vulnerabilities
“Most American corporations have fat salaries for the top people and treat the people at the end of the line as peons. I guess that is why, if you're on the ball, you can beat them.”
Pattison's strict operating philosophy: no partners, no shareholders, no relatives
“Jim's new philosophy was crystal clear. No partners, no shareholders, no relatives.”
Nooyi: Reviews judge men on potential and women on subjective trajectory
“Performance appraisals for men is like, you know, he didn't deliver on all his goals. Yeah, I agree, but the guy's got really, he's got great potential. With the women, it was, she delivered on all her goals, but I think, you know, her future trajectory is not…”
Independent ski resorts lose all profit unless they counter-position against conglomerates
“Yeah, I think Powder and the other independents need to strongly counter position or just become part of Epic Icon. But you're not going to live as you were because you lose a third of your revenue and all of your profit to the epic icon family. And it partial…”
Hastings bypasses provided references to find backdoor sources loyal to him
“Yeah, I mean, we rarely ask people for references because those are so anodyne. So then it's climbing through LinkedIn histories, finding cross things going to quite some lengths to get references that are more loyal to me than they are to the candidate.”
Hastings: Loyalty in organizations acts as a stabilizer, not lifetime commitment
“We came to think of loyalty as a stabilizer. So loyalty gives you know, if you have a bad day, you don't get instantly fired, or if your boss has a bad day, you don't quit instantly. You sort of think things through solidly over, you know, a couple months. But…”
Hastings argues performance improvement plans are useless compared to generous severance
“And then we generally don't do performance improvement plans, which are sort of a way to document the employee's poor performance so that you can win a suit. Instead, why not give, just give them a check? And you know, there's so few people who get put on a PI…”
Hastings: Entertaining customers does not equal endorsing objectionable behavior
“Entertainment is not always going to be stuff that you love or that you emulate or is admirable. There's lots of stuff in entertainment that's not admirable and if you don't want to be in the entertainment business, that's fine, but if you do, this is a core p…”
Reed Hastings Details Netflix's 'Keeper Test' Framework for Talent Management
“So the keeper test is a Netflix shorthand for asking yourself if one of your employees were quitting, how hard would you work to keep them to stay? Would you try to change their mind? And if you wouldn't, then you should proactively give them a generous severa…”
Firestone: Executive stock speculation inevitably ruins companies by splitting leader incentives
“The moment that officers or directors of a company begin to speculate in its stock, the ruin of the company is not far away, for it is impossible to serve both the company and the stock market.”
Belichick: More NFL games are lost through mistakes than won by excellence
“We've always said more games are lost than won in the National Football League, and when I say lost, I'm saying those type of things, missed opportunities missed assignments poor clock management, just fumbling the situation more than the other team you know, …”
Belichick: Unproven players get zero margin for error compared to elite veterans
“If you have a lot of pelts on the wall, you might have a little more slack. If you don't have a lot of pelts on the wall, you don't have any room. You don't have any room. You can't live on what you've done because you haven't done enough. You better know wher…”
Gil: Startups captured 80% of Internet value, while incumbents won mobile
“So the internet was 80% startup value. It was Google, it was Amazon, you know, it was all these companies we now know and love. Meta, you know and then mobile, the mobile revolution was probably 80% incumbent value, or 90%, right? And so that was, mobile searc…”
Gil: Startups have five to six years before incumbents try crushing them
“Most incumbent companies don't care about startups, and startups have five, six years before an incumbent wakes up and realizes it's a big deal, and then tries to crush them.”
Gil: Promoting operational lieutenants over product visionaries causes post-founder company decay
“Often the CEO will promote the person who's their compliment as the next CEO, instead of finding somebody like them who can innovate and push on people and drive new products and new changes.
And so often you see companies have a golden age under a founder and…”
Gil: The best early-stage startups operate almost 100% in person
“For very early companies, the best companies I know are almost a hundred percent in person.”
Garry Tan: Founders unable to explain their startup in 10 minutes lack clarity
“One of the things I feel like I learned from Paul was that if in 10 minutes you cannot actually understand what's going on it means the person on the other end doesn't actually understand what's going on, and there isn't anything to understand.”
Garry Tan: ChatGPT is the second-best software; custom UIs are first
“One of the funnier quips is that, ah, you know, the second best software in the world for everything is, ah, using ChatGPT, because you can basically copy and paste, you know, almost any workflow or any data, and it's like the general purpose thing that, you k…”
Garry Tan: Software moats remain unchanged, but startups only need six employees
“The moats are not different, actually, at the end of the day. It's still, you still have to build good software, you still have to be able to sell, you have to retain customers, you have to But you just don't need like a thousand people for it anymore. You mig…”
Public Stocks Offer Better Value Than Full Corporate Acquisitions
“There are tremendous values in the stock market, but in buying stocks, not in entire companies. Buying companies tends to raise the purchase price too high.”
Taylor: Generating AI code in human-designed programming languages is a local maximum
“It feels like a local maximum in a really obvious way to me, which is you have a bunch of code written by people written in programming languages that were designed to make it easy for people to tell a computer what to do.”
Taylor: Treating software engineers as machine operators will make development more robust
“I have a strong suspicion that if we designed these systems with the role of a software engineer in mind being an operator of a machine rather than the author of the code, we could make the process Much more robust and much more productive.”
Taylor: Pre-training a fourth-best foundation model offers highly questionable ROI
“If you're pre-training a foundation model that's the fourth best that's gonna cost you a lot of money, and the return on that investment is, is probably fairly questionable, because why use your fourth best large language model versus a frontier model or an op…”
Taylor: Pre-training startups have pharma-like costs without the pharma business model
“I would have a hard time personally, like, funding a startup that says, I'm gonna do pre-training, you know, it's, ah, it's, I don't really know, like, what's your differentiation in this marketplace, and I think a lot of those companies you're already seeing,…”
Taylor: Bureaucracy and inaccurate internal storytelling cause companies to die
“The combination of, Bureaucracy and inaccurate storytelling I think is the reason why companies sort of die”
Flatt: Investment upside takes care of itself; downside risk is what matters
“Upside will always take care of itself, and whether you shoot for 16%, 22, 29, 18, none of those matter. They're all great. What's really important is what are the risks How, what can go wrong? How bad could it get? And how do we deal with it if that happens?”