{"posts":[{"id":"xtq42ED2j0cjcjFUpKEe","title":"Shein's Valuation Problem Is Every Founder's Valuation Problem in Reverse","slug":"shein-s-valuation-problem-is-every-founder-s-valuation-problem-in-reverse","excerpt":"Fast top-line growth and durable free cash flow are not the same thing — and the public debate over a fast-fashion giant's IPO valuation makes that distinction unusually vivid. For founders who have just exited a business, the lesson runs in a direction most don't expect: the same bet that rewarded ","author":"Christopher Stark","tags":["free cash flow","capital allocation"],"status":"published","publishedAt":{"_seconds":1785166143,"_nanoseconds":114000000},"publishDate":null,"updatedAt":{"_seconds":1785166143,"_nanoseconds":114000000},"createdAt":{"_seconds":1785165264,"_nanoseconds":669000000},"featuredImage":null,"readingTime":8},{"id":"CJGJfDRfPAoYmcSH6jSY","title":"The Scuttlebutt Signal Hidden in Plain Sight: What Customers, Suppliers, and Rivals Are Saying About AI Right Now","slug":"the-scuttlebutt-signal-hidden-in-plain-sight-what-customers-suppliers-and-rivals-are-saying-about-ai","excerpt":"A capable new AI model, a sharp sell-off, and a flood of candid commentary from executives, rivals, and customers. It is exactly what long-term investors call \"scuttlebutt\" — and a live lesson in how long-term owners tell durable free cash flow apart from fragile hype.","author":"Christopher Stark","tags":["scuttlebutt research","free cash flow","long-term investing","capital allocation"],"status":"published","publishedAt":{"_seconds":1784585342,"_nanoseconds":816000000},"publishDate":null,"updatedAt":{"_seconds":1784585342,"_nanoseconds":816000000},"createdAt":{"_seconds":1784561963,"_nanoseconds":964000000},"featuredImage":null,"readingTime":7},{"id":"Sjg3UjgejEIqLg0QyEY6","title":"The Expectation Gap: Why the Number in a Founder's Head Is the Biggest Risk in Their Portfolio","slug":"the-expectation-gap-why-the-number-in-a-founder-s-head-is-the-biggest-risk-in-their-portfolio","excerpt":"Study after study finds that individual investors expect long-run returns well above what markets have historically delivered. For founders who have just converted a private business into liquid capital, that gap is uniquely dangerous — because the inflated number didn't come from naïveté. It came f","author":"Christopher Stark","tags":["free cash flow"],"status":"published","publishedAt":{"_seconds":1783383725,"_nanoseconds":782000000},"publishDate":null,"updatedAt":{"_seconds":1783383725,"_nanoseconds":782000000},"createdAt":{"_seconds":1783351331,"_nanoseconds":766000000},"featuredImage":null,"readingTime":7},{"id":"rttEtLw5K0WLS2logqGK","title":"250 Years of American REITs: What Survives Long Enough to Compound","slug":"250-years-of-american-reits-what-survives-long-enough-to-compound","excerpt":"Longevity lists answer the wrong question. Not 'which real-estate businesses lasted longest?' but 'what structural features let certain ones keep growing owner cash across every kind of weather — while most peers vanished?' 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But the arithmetic of compounding is unambiguous: for owners in this position, the allocation decisions made in the first year shape the long-ter","author":"Christopher Stark","tags":["post-exit allocation","compounding","free cash flow","long-term ownership","capital transition","family office"],"status":"published","publishedAt":{"_seconds":1782248223,"_nanoseconds":790000000},"publishDate":null,"updatedAt":{"_seconds":1782248223,"_nanoseconds":790000000},"createdAt":{"_seconds":1782244998,"_nanoseconds":651000000},"featuredImage":null,"readingTime":7},{"id":"HmkidpBlT1Alg9sRgnhq","title":"The AI Borrowing Spree: Why Self-Funding Businesses Compound More Reliably Than Debt-Dependent Ones","slug":"the-ai-borrowing-spree-why-self-funding-businesses-compound-more-reliably-than-debt-dependent-ones","excerpt":"The AI build-out is increasingly financed by debt just as the bond market turns nervous. But the real risk for a long-term owner isn't debt itself — it's refinancing dependency: needing to return to lenders on a schedule you don't control. Here's the owner's lens on what that means for capital that ","author":"Christopher Stark","tags":["free cash flow","capital allocation","ai infrastructure"],"status":"published","publishedAt":{"_seconds":1781840951,"_nanoseconds":117000000},"publishDate":null,"updatedAt":{"_seconds":1781840951,"_nanoseconds":117000000},"createdAt":{"_seconds":1781833945,"_nanoseconds":515000000},"featuredImage":null,"readingTime":6},{"id":"u14eFYfxfY7LofNnlkGD","title":"A Great Company Is Not Always a Great Stock: What History's Largest IPO Has to Assume","slug":"a-great-company-is-not-always-a-great-stock-what-historys-largest-ipo-has-to-assume","excerpt":"SpaceX went public at more than a $2 trillion valuation on its first day of trading — and whether it is a great company and whether it is a great investment at that price are two entirely different questions, with a disciplined way to tell them apart.","author":"Christopher Stark","tags":["ipo analysis","valuation","equity research","spacex"],"status":"published","publishedAt":{"_seconds":1781724317,"_nanoseconds":172000000},"publishDate":{"_seconds":1781654400,"_nanoseconds":0},"updatedAt":{"_seconds":1781724317,"_nanoseconds":172000000},"createdAt":{"_seconds":1781723943,"_nanoseconds":304000000},"featuredImage":null,"readingTime":7},{"id":"hZ4rqxEUa97FHKw6ngnY","title":"Copper: The Quiet Bottleneck Behind the AI Story","slug":"copper-the-quiet-bottleneck-behind-the-ai-story","excerpt":"Every megawatt, every mile of transmission, and every new data center runs through copper. As AI’s power needs collide with physical reality, the metal at the center of electrification is repricing — and long-term investors are paying attention.","author":"Christopher Stark","tags":["ai infrastructure","electrification","commodity markets","strategic materials","data centers"],"status":"published","publishedAt":{"_seconds":1777666715,"_nanoseconds":851000000},"publishDate":null,"updatedAt":{"_seconds":1777666789,"_nanoseconds":92000000},"createdAt":{"_seconds":1777659256,"_nanoseconds":973000000},"featuredImage":null,"readingTime":7},{"id":"iw1GQzT19ZmL5UpPMlIA","title":"The AI Power Crunch: Why Energy Infrastructure Is the Next Mega-Theme","slug":"the-ai-power-crunch-why-energy-infrastructure-is-the-next-mega-theme","excerpt":"The AI revolution’s real bottleneck isn’t chips anymore — it’s electricity. And that shift is creating one of the most compelling structural opportunities in today’s equity market.","author":"Christopher Stark","tags":["artificial intelligence","energy infrastructure","data centers","power demand","structural themes"],"status":"published","publishedAt":{"_seconds":1776788667,"_nanoseconds":27000000},"publishDate":null,"updatedAt":{"_seconds":1776788667,"_nanoseconds":27000000},"createdAt":{"_seconds":1776788626,"_nanoseconds":726000000},"featuredImage":null,"readingTime":6},{"id":"tug95QWii1AD6S9FfHWG","title":"The Real Cost of Missing the Market's Best Days","slug":"the-real-cost-of-missing-the-markets-best-days","excerpt":"Why the Most Expensive Decision an Investor Can Make Is to Sit on the Sidelines","author":"Christopher Stark","tags":["market timing","long-term investing","behavioral finance","equity performance"],"status":"published","publishedAt":{"_seconds":1776178990,"_nanoseconds":358000000},"publishDate":null,"updatedAt":{"_seconds":1776178990,"_nanoseconds":358000000},"createdAt":{"_seconds":1776122918,"_nanoseconds":764000000},"featuredImage":null,"readingTime":8}],"page":1,"totalPages":2,"total":15}