Yukkuri Onega Ishimaas 🧐

The Billion Dollar PDF @jeremygiffon , founder of Octave, interviewed by @patrick_oshag (Patrick O'Shaughnessy) (@InvestLikeBest) Summary: Jeremy Giffon has spent 18 months in hundreds of conversations with founders and the capital behind them. His read: in an uncertain, AI-shocked market, capital chases whoever sets the story, and fundamentals barely enter into it. He calls the idea that does this a "billion-dollar PDF," argues attention has replaced money as the scarce asset, and warns founders that the era of high-margin software is ending. 1. The Billion Dollar PDF. Every so often someone puts the right idea into words at the right moment, and billions of dollars of capital form around it. Satoshi's whitepaper, "Attention Is All You Need," "Situational Awareness." It doesn't even have to be correct. It just has to set the story when everyone is panicked and no one knows what's going on. Giffon's image: capital is ten-year-olds playing soccer, all chasing the same ball around the field. 2. Story Is The Great Filter. In long-term private markets the real product, realized cash returns, takes a decade, so what a fund sells in the meantime is narrative. A seven-year-old company at $8M of revenue growing 200% can't raise a dime; change the name, restart the clock two years ago, and the identical business is suddenly hot. The fix is a more flexible story. 3. Optimistic Extraction. Insider bridge rounds are far more hostile than founders expect: 3x liquidation preferences, warrants, ratchets. Giffon points out an asymmetry. Punishing downside terms get you booed, while an upside grab like the right to invest again at today's price gets applauded, even though both take the same value. Dress the grab as optimism and everyone cheers. 4. Optionality Over Commitment. We're in the most uncertain moment since the internet arrived, when no one knows if it's the death of software. In calm times commitment wins. In volatile times you want to turn on a dime: raise less, raise from investors with a wider mandate, and never let the cap table lock the business into one path. 5. The Uni-Feed. X serves the same 500 tweets to hundreds of millions of people every day, which makes it the global newspaper, the Lindy social network that never reaches the scale of the others but never dies. Institutions now survive only if they are "timeline-native," constantly reading the feed and acting on what they read. The White House, venture capital, and public equities all run this loop, and a piece of AI fan-fiction can move public markets in a day. 6. Posting Is The Last Meritocracy. The old game rewarded grinding out a huge following. Now a brand-new account can write one good post and the algorithm puts it in front of 500 million people. Everything got lotteryified. So you should live at the edge of the distribution in what you write, because the handful of posts that breach the threshold matter more than all the others combined. 7. The New Priests. Follow the line of subservience to see who holds power. The science class became subservient to the billionaire class, the Epstein lesson, and the billionaire class is now subservient to the posting class. Giffon watched a room of billionaire investors compete over who got to sit next to Tyler Cowen. Every room has a boss, and now the boss is the most interesting poster. 8. Peak Guy. We keep hunting for new priests. We tried scientists, but physics stalled since the war. We tried billionaires, but inflation made them 100x less scarce and one wrong post now forces a resignation. Money turned out to be weaker than we assumed. Attention is the scarce asset, which is why founders who accrue wealth pivot to Twitter, podcasts, and YouTube: they are hedging against their own devaluing money. 9. Every White-Collar Job Is Made Up. Almost no white-collar job is contingent on shelter, food, or medicine. It is derivative make-work, and that's fine. Anything that can be automated should be. Work-from-home Fridays are a soft launch of the four-day week, proof that most people have two or three hours of real work a day. We invent new things to want, so we will keep inventing new things to do. 10. The End Of High Margins. Software sold a copy of a string: zero marginal cost, sky-high gross margins. Now you sell compute, and you can't write the prompt once and resell the output. You pay to run it every single time. The structure inverts to low gross margins, razor-thin net margins, and enormous scale. It's Walmart coming to town for the SaaS mom-and-pop shop. 11. Companies Downstream Of Capital. After 20 years of strong venture returns, money flooded in, but the number of great founders is roughly fixed, so the capital had nowhere to go and just inflated salaries and landlords. Then AI and hardware showed up as sponges big enough to soak it up. Capital that needed somewhere to go summoned the high-capex company into being. 12. Conversations Over Chatbots. Content is built to entertain, and scrolling it isn't productive, whatever we tell ourselves. The only genuinely generative input, Giffon says, is conversations, which come out of relationships. A two-hour chatbot session can leave you feeling productive, but look at the actions you actually took and the generativity isn't there. His media diet is talking to interesting people, ideally ones whose next sentence he can't predict.