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 111 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
Ilya Sutskever argued next-token prediction inherently requires true world understanding
“The more accurately an LLM predicts that next word, i.e. The name of the criminal. Ipso facto, the greater its understanding, not only of the novel, but of all general human-level knowledge and intelligence, because you need all of your experience in the world…”
Streaming's high-volume content firehose fundamentally breaks Disney's historical IP flywheel
“That whole strategy of a fire hose of content is completely orthogonal to the flywheel strategy of only the best content very infrequently.”
Animated IP outperforms live action in flywheel entertainment business models
“The IP that works best for Flywheel Dynamics almost has to be animated, i.e. Not live action, because with live action characters, the characters are too bound up in the actors that play them, and that creates all sorts of problems.”
Ancillary products do not cannibalize core entertainment IP
“The beauty here and the discovery that Disney makes is that when you put the IP into these other ancillary nodes, it doesn't cannibalize the core IP.”
Vanguard's mutual structure starves its technology and customer service of reinvestment capital
“Vanguard, the downside of its structure is that there are no excess profits that can be invested for the long term in things like technology and things like customer service.”
Forrest Mars believed building wealth requires knowing how to manufacture a product
“You can hire lawyers. You can hire accountants. You can hire advertising men or financial types. But if you want to get rich, you got to know how to make a product. And you aren't going to hire anybody to make a product for you to make you rich. They'll only m…”
ByteDance Is an AI Company Using TikTok Merely as a Deployment Vector
“ByteDance is an AI company. ByteDance is not a product company. And the core product that ByteDance makes is its AI, along with all sorts of other stuff. TikTok is like the product vector, one of many, and the biggest. By which they deploy their actual product…”
Microsoft's copycat apps could not win without major platform shifts
“The Microsoft versions never actually won until there was a platform shift that they could take advantage of to beat the incumbent. Like, Microsoft wasn't gonna beat Lotus one, two, three until the graphical paradigm came along, and then Excel being graphical …”
Software engineers will consume extra time without strict deadlines
“Dee maintained that if you give computer people more time, they will just consume it. So he always insisted. So it's so true. So he always insisted On shorter projects with uncompromising deadlines.”
Early secondary liquidity prevents premature startup acquisitions, enabling massive long-term outcomes
“Allow the entrepreneurs to take some money off the table so they don't sell the company for fifty million dollars and instead let everybody make fifty billion dollars.”
Rosenthal: Replicating NVIDIA's 15-year CUDA stack is an enormous challenge
“This is 15 years of CUDA and the hardware underneath it and the libraries on top of it that Nvidia has built. To go recreate that and surpass it on your own is such an enormous, enormous bite to bite.”
Everything linear dies while everything on demand wins across media categories
“His quote is everything linear dies, everything on demand wins. And it's so true. Like, you know, the being able this element of being able to access Best in the world content on your schedule when you want it.”
Rosenthal: Major entertainment franchises are unkillable like luxury brands
“I think these franchises, whether it's core Disney, Pixar, Lucasfilm, Marvel, are just like luxury brands. You cannot kill them. They will have uptimes and they will have downtimes, but they will always come back.”
Alfredo Ferrari: A company is perfect when partners are odd and under three
“A company is perfect when the number of partners in it is odd and less than three.”
Montezemolo: Sustained racing losses erode Ferrari's luxury brand myth
“There is not a direct correlation between Ferrari victories on the track and the number of cars that you can sell, but If for many years you do not win, it means that you do not add wood to the fire of the myth. The myth of Ferrari is based on competition on c…”
Rosenthal: NFL teams trade on trophy prestige rather than rational economic multiples
“Even as the NFL has become this incredible business, they don't trade at rational economic prices because the people buying them are doing net present happiness value equations, you know, not economic value.”
Rosenthal: Venture capital is fundamentally an access business, not an analytical one
“I think a lot of people think it is a analytical industry. You're learning all about the company. You're doing diligence. It's not that you're not. You are doing that. But that's the commodity. It's an access business.”
Government product regulation in commercial markets inevitably creates messy dysfunction
“Anytime you've got government coming in and distorting a market, you're going to get weird stuff happening. And especially anytime you have government coming in and regulating how products are to be developed and used in a market, you're going to get really me…”
Rolex deliberately prices retail watches well below market-clearing levels
“They could sell their products for much, much more than they do, and they do not, because it is the right long-term decision to do so.”
Rosenthal: Luxury Brand Management Requires Centurial Focus and Sacrificing Short-Term Profits
“The goal of managing a successful luxury brand is to manage for the long term. And by the long term, I mean, like, Centuries. And so you're actually willing to sacrifice huge amounts of profits to do so.”
Rosenthal: Learning Curve Pricing Requires Early Unprofitable Aggressive Pricing
“The insight is that like the goal that you are playing for is to be the largest volume player kind of at the end of the game. So if you take that as a given of like, if we get to be the largest volume player, this is a fixed cost business. This is a scale econ…”
Capital alone cannot bypass decades of semiconductor manufacturing learning curves
“There is no amount of money you could spend to catch up next year. You can't. Because the engineering is so hard, and the learning curve takes decades to get to this point.”
Established iconic candy brands are virtually impossible to kill
“I think the candy industry is much like the luxury industry in that once you have an established product and product brand, it is impossible to kill it. You just can't.”
Facebook Shifted From Product Innovator to Shameless Feature Copier
“For the first six or seven years of its life, Facebook was a change maker, defining what social networking was, and then after that, it became a change taker, and we'll talk about this when it happens, but like, again, the mental flexibility of Mark and the co…”
TikTok Operates as Media, Rendering an Authenticated Social Graph Irrelevant
“TikTok and ByteDance, its parent company, as you point out, Ben, was so completely orthogonal to everything that Facebook had learned over the past 15 years. Because, yes, number one, most importantly, it's not social media. It's media. There's no social. And …”
Rosenthal: GPU-driven feed recommenders create a rising barrier to entry
“I think the only way that this new paradigm exists is because of AI and because of GPUs specifically, and I'm not even talking about generative AI, I'm talking about, like, feed recommender systems and personalization systems. And so, like, there is a very, ve…”
Rosenthal: Great companies retain homegrown or long-tenured senior executives
“This is almost always true, really is true in every great company that I can think of. The core senior most executive team are all people who came up in the company Or have been there for a very, very long time. It's not a whole bunch of mercenaries there at t…”
Rosenthal: Selling to IT lowers the priority of user-facing software quality
“When IT becomes your customer, when you become an enterprise business, the quality of the software, especially the user-facing software, is no longer priority number one.”
Rosenthal: For mega-cap tech, talent and focus are scarce, not capital
“Money is not the scarce resource. The scarce resource is time and talent and focus.”
Hermès operates an intentionally rate-limited inverse Amazon flywheel.
“Hermes has this incredible unassailable flywheel, but it operates in the exact opposite way of
An Amazon flywheel.
It's not about maximizing the cycles.
It's slowing.
It's minimizing.
It's a intentionally rate-limited flywheel, and it all works together.”
Multi-brand luxury conglomerates achieve scale economies impossible for single individual brands.
“There's the opposite of scale economies to an individual luxury brand, but at the group level There is power, and specifically scale economies power, that does not exist at the brand level.”
Sol Price ranked customer value and employee wages above investor profit
“As Saul is running the company during these first few years, he starts to codify some retail management philosophies, and he famously sort of canonizes these as FedMart's four priority order principles, and he teaches every new employee throughout the whole co…”
Running, Basketball, and Tennis Are the Only Footwear Sports That Matter
“There are actually only three sports that matter. So Nike, Adidas, you know, Reebok, they sponsor lots of sports, but running, basketball, and tennis are the only sports that matter, because those are the only shoes that normal people can wear. Normal people d…”
Nike Mistakenly Treated Cyclical Running as a Secular Fitness Boom
“Early Nike did so many things right, but they made one critical mistake. They mistook the running and the jogging boom for the broader fitness boom. The broader fitness boom was a massive secular trend that continues through to this day. The running boom was a…”
The NFL Captures More Value, but the NBA Creates More Value
“The NFL is a better business as a league than the NBA. No question in my mind. But the amount of value created out of the leagues, I think more value is created out of the NBA. The NFL just captures way more value, and thus is the more valuable league.”
The Carrera GT Replenished the Brand Equity Spent on the Cayenne SUV
“While they were drawing on the brand equity to make the SUV, this was a big part of putting cash back in the bank of the brand equity.”
Equal-partnership VC models trend toward mediocrity due to diluted individual responsibility
“For most groups of people, I think it actually trends towards mediocrity. And this was some of the criticism of LPs and some of the other GPs in the early days thinking they were crazy. They called it communist capital. This looks like communism, right? Like i…”
A venture capitalist's job is to see the present clearly
“Our job as venture capitalists is not to see the future, but to see the present very clearly.”
Rosenthal: Capitalized downturns are the best times to build moats
“Obviously you gotta be smart. You gotta be right. You know, you gotta have managed your company in a way that you have access to capital during those times, but that's the best time to build moats.”
Rosenthal: Growth runway duration matters far more than annual growth rate
“It's not your growth rate in any given year that matters.
Frankly, that doesn't matter at all.
what matters is how many years of growth do you have left?
Like that is the ultimate question.
And in the case of Amazon, in the case of Apple, if you have decades …”
Rosenthal: Unregulated tech utilities like Square and Shopify create highly defensible businesses
“Being an unregulated utility company in technology, it can be so defensible and powerful. Like, that's what Square is. That's what Shopify is.”
Remaining silent in a corporate crisis eventually makes companies look guilty
“Like, up to a certain point, saying something makes you look guilty, but then past a certain point, not saying something makes you look guilty, and standard past this point.”
Rosenthal: Declaring a market over always marks the bottom
“Anytime somebody declares the end of something, like, you know, this game is over, this market is over, blah, blah, blah. They're wrong. That is the bottom of the market and is all going up from there because it is never the end.”
Rockefeller created modern America's love-hate archetype for billionaire titans
“Rockefeller and standard oil as a organization, but Rockefeller as a person is really like the prototype of so much of American culture today. Like he is, he was simultaneously viewed as this like, you know, sinister villain and as this great hero. And like pe…”
Rosenthal: Sports content cannot build compounding value like Disney's flywheel
“Sports have a very limited shelf life. You are not going back and watching Manning cast episodes from last season. The flywheel does not apply here. So you can't build long-term value around that original content.”
Synchronized sound was critical for animated characters to express personality
“It turned out that sound was the critical enabling technology for animation to go beyond a novelty and allow the characters that are on screen to actually have personality that audiences connects with.”
Disney operates at the intersection of art, commerce, and engineering
“What's happening at Disney isn't just the intersection of art and commerce. It's the three-way intersection of art and commerce and engineering and always has been.”
Animated IP has superior economics because characters require no profit share
“There really is something unique about animated IP in its timelessness, in the ever availability of its stars, in the better economics of not having to share too much on the back end or in merchandising fees, et cetera, with stars.”