A Podcast for a More Reasonable Tomorrow.

Sean and Dan bring honest conversations about business, economics, engineering, and philosophy. You didn't ask and they didn't listen.

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Oct 5, 2026 · 53:09

Agency All the Way Down

What happens when AI makes building an idea almost free? This week we introduce two projects born directly out of last week's podcast: Sean's Vibe Index, an attempt to quantify market and social sentiment from volatility, credit, meme stocks, prediction markets and Reddit; and Catsup Bot, our deeply unqualified experiment in buying the laggard of the Magnificent Seven. But the bots lead somewhere bigger. If AI can dramatically reduce the effort required to act on an idea, does it make us smarter? Or do we just stop thinking? We talk about agency, cognitive abundance, the surprisingly small share of households paying for AI, the changing value of white-collar management, what an undergraduate education should actually teach, signs of consumer stress, household leverage, and a future where AI agents may disrupt the advertising-driven internet by shopping for us. Plus: the Degeneracy Ratio, reinventing the associate's degree, whether “meh” is bullish, and why sometimes you need to touch grass and make a pizza. Find the Vibe Index and Ketchup Bot under Numbers at unqualifiedadvicepodcast.com. Cheers, Sean & Dan Programming Note: Off next week for fall break. We'll miss you! LINKS The Vibe Index: https://unqualifiedadvicepodcast.com/vibe-index The Ketchup Bot: https://unqualifiedadvicepodcast.com/ketchup-bot Dan's Substack, the Prometheus Dispatch: https://prometheusdispatch.substack.com/ UNQUALIFIED FACT-CHECK 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 The Vibe Index says meh. 56 as of Oct 1 (a Thursday, not a Friday). 🟡 A 2.1% credit spread. It's HYG's quarterly return over IEF, not a yield spread. "Actually pretty good" is right: 68th percentile. 🟡 Shiller CAPE at 41. 41.4 ✓, but the 1999 peak was 44.2, the long-run average is ~17, and the data is monthly, not daily. 🟢 Anthropic is about to IPO. Confidential S-1 filed in June, with an Oct–Nov float reported. 🟢 What the vibes said next. Every band stat matches the site. 🟡 Bright Data at $5 a month. The 5,000 free calls are real. There's no $5 plan: it's $1.50 per 1,000. 🟢 The Ketchup Bot is up $200. +$222 as of Oct 2. 🟢 The ketchup came from a transcription. Last week's raw transcript says "buying the ketchup." 🟢 98% of households aren't paying for AI. a16z, Oct 2. 🟡 Finance and tech shedding jobs. Warren Pies' post couldn't be found. The direction matches BLS. 🟢 Jobs below expectations but positive. +29K vs ~84K expected. 🟢 The Great Reshuffle. O'Shaughnessy's phrase ✓. 🟡 Luxury is finally feeling it. LVMH is down ~54% since April 2023, so not exactly "finally." 🟢 Five grand. A $5,000 pledge tied to the midterms, repeated Oct 2–3. 🟡 Google isn't a monopoly. A court ruled it is (2024), and the ruling is on appeal. 🟡 Instinct takes 1%. Free and takes a cut ✓, but no rate has been published. Final Score: 9 green, 7 yellow, 0 red. Solidly meh, trending toward vibing. CHAPTERS 00:00 - Cold Open and Welcome Back 00:34 - Revisiting the Ballpoint Pen (and the Slop Grenade) 03:44 - Introducing the Vibe Index 07:17 - Shiller CAPE at 41: Is Price Outrunning Earnings? 09:26 - ARK, Meme Heat and Betting on Belief 10:59 - Prediction Markets and the Degeneracy Ratio 14:32 - If We Hit Doomscrolling, Go Buy Something 18:45 - The Ketchup Bot: Buying the Most-Hated Mag 7 22:52 - How the Ketchup Bot Got Its Name 23:58 - Staying in the Saddle 29:01 - 98% of Households Aren't Paying for AI 33:59 - Finance and Tech Jobs Shrink: The Great Reshuffle 37:10 - Dan's Two-Year Undergrad 41:37 - Six Months From Hard Times? 45:49 - Agents, Walled Gardens and Who Pays for Ads 49:25 - Instinct and the One Percent Agent

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55:23

Where Are the Humans?

Sep 28, 2026

Dear show notes readers, This week we accidentally spend most of an hour asking the same question in several completely different ways: Where are the humans? We start with personal AI agents and what happens when they begin doing more of our searching, shopping, comparing, emailing, and general internet busywork for us. Agents don't care about advertisements. Humans do. So if more of the utilitarian internet gets handed over to machines, where does human attention actually go — and which companies are positioned to monetize it? That leads us through Amazon vs. Walmart, Google vs. Meta, the economics of third-party sellers, YouTube advertising, and Dan making a sufficiently convincing case about Meta that Sean reluctantly changes his mind in real time. From there, we get increasingly agentic. Dan has been experimenting with TinCan, an open-source project that lets his various AI tools talk to one another, bringing us another step closer to the strange future where you don't manage individual AI applications so much as sit above an entire synthetic executive team and tell everyone what needs to happen. Then Sean shows up with a copy of Kurt Vonnegut's Galápagos. Obviously. Sean has been spending an unreasonable amount of time turning his Tomes and Tunes record collection into a walkable 3D record store. There is no business model. There is no obvious problem being solved. It may, in fact, be completely pointless. Dan thinks asking why he's doing it is the wrong question. Just do things. That leads us to Vonnegut's blue-footed boobies, their bizarre courtship dance, and a surprisingly difficult question about AI and creativity: when does something stop being made by AI and start being made with AI? Maybe the distinction isn't quality. Maybe it's intent. An AI-generated bus advertisement doesn't need a soul. It has a job. But art is different. Art can be exploratory, purposeless, weird, and valuable precisely because somebody wanted to make the thing. We argue about AI watermarking, ballpoint pens that can suddenly write their own sentences, and whether today's obsession with separating "human" creation from "AI" creation can survive once the tools become ubiquitous. Or, as Dan puts it: eventually it becomes water. Finally, Sean unveils the first version of Sean's Manufacturing Index, an attempt to track whether the physical buildout happening across the American economy is beginning to show up in manufacturing labor markets. Manufacturing employment hasn't exploded, but manufacturing wage growth is currently running ahead of broader wage growth. Sean thinks labor churn, tariff-driven manufacturing-network changes, data centers, power infrastructure, switchgear, cooling systems, and other physical investment may be setting up an interesting labor-market inflection point. Which brings us, strangely enough, back to the original question. If AI makes certain kinds of digital labor abundant while the physical economy needs more electricians, technicians, builders, engineers, operators, and manufacturing workers... Where are the humans? We close by deciding that markets are memes all the way down, contemplating a Vibe Index, discovering an absurdly simple Mag 7 trading strategy, and wisely deciding to take the rest of that conversation off air. Probably for the best. — Sean & Dan BOOKS Galápagos by Kurt Vonnegut Book: https://en.wikipedia.org/wiki/Gal%C3%A1pagos_(novel) Unknown Market Wizards by Jack D. Schwager Book: https://www.harriman-house.com/unknownmarketwizards LINKS Sean's Manufacturing Index: https://unqualifiedadvicepodcast.com/smi UNQUALIFIED FACT-CHECK 🟢 Meta released Muse. 🟢 Amazon blocked Muse, over ads. 🟢 Walmart hasn't blocked it. 🟢 The eleven percent pop. 🟡 Credit cards to wires. 🟡 Search is 90%, YouTube 10%. 🟡 Celsius is pandemic-era. 🟢 The composer who hated the phonograph. 🟢 SMI at +0.68. 🟡 The 2009 spike. 🟢 20,000 jobs, five times the churn. 🟢 Factory openings up 30%. 🟢 Four percent unemployment. 🟢 Switchgear at 18-24 months. 🟡 1 in 4 to 1 in 6 data center jobs stick. 🟢 Solar emits more than nuclear. 🟡 Camillo and Deckers. 🟡 The worst-Mag-7 bot. Final Score: 11 green, 7 yellow, 0 red. A red-free week. CHAPTERS 00:00 - Cold Open: Where Are the Humans? 01:34 - Meta Launches Muse 04:55 - Amazon Blocks Muse: Agents Don't Care About Ads 05:37 - Walmart Can Be More AI-Native Than Amazon 11:50 - Stock Face-Off: Meta or Google for Ten Years? 16:33 - YouTube, Brand Spend and Celsius 19:09 - TinCan: Getting All Your Agents Talking 23:02 - Tomes and Tunes Becomes a 3D Record Store 25:24 - Galápagos and the Blue-Footed Booby 27:08 - Made With AI vs. Made By AI 33:18 - Credit the Writer, Not the Ballpoint Pen 35:09 - Back to Ep 54: Do Data Center Jobs Stick? 37:08 - Introducing Sean's Manufacturing Index 46:38 - The Upper Middle Class Gets Walloped 49:45 - Vibe Investors and Social Arbitrage 52:17 - The Worst-Mag-7 Trading Bot

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1:09:16

The Chicken Salad Index

Sep 21, 2026

One Data Point, Tracked Religiously This episode begins with Halloween costumes and ends with copper on the Moon. Somehow, it makes sense. Dan's kids have reached the age where putting on a costume doesn't mean pretending to be something. For a little while, you simply are that thing. A dinosaur. Elsa. Whatever you've decided to become. That gets us thinking about the costumes adults wear, and the enormous difference between saying "I'm not good at this" and "I'm not good at this yet." Because almost everything worth doing requires reps. That includes economic predictions, where we admit we whiffed - hard - on a few: the Strait of Hormuz, fertilizer, rice, inflation, energy markets, and our increasingly mediocre prediction tracker, before Sean and Dan simultaneously remember that the Kelly Criterion exists. From there, the Chicken Salad Index, America's looming college demographic problem, whether degrees should be priced according to their economic value, and why markets are so damn difficult to centrally organize. Trade, as Sean eventually observes, finds a way. A useful lens for AI, too. Should the frontier labs slow down? Can they? Then Dan makes perhaps the best defense of auto racing Sean has ever heard: the racetrack is a laboratory, where engineers get to ask, "Can we do it?" Which naturally sends us to the Moon - water, minerals, science, capability - and back to Earth, where electrification requires staggering quantities of copper, mining requires staggering quantities of rock, regulations require staggering quantities of paperwork, and physics remains stubbornly unwilling to negotiate. We aren't good at all of that yet. So we keep taking reps. Put on the costume of someone who can figure it out. Go build something. BOOKS Mistborn by Brandon Sanderson https://en.wikipedia.org/wiki/Mistborn Material World by Ed Conway The Stormlight Archive by Brandon Sanderson The Kingkiller Chronicle by Patrick Rothfuss LINKS The Chicken Salad Index, now a live page on the site: https://unqualifiedadvicepodcast.com/chicken-salad-index Robert Friedland on Odd Lots, the copper episode: https://www.bloomberg.com/news/audio/2026-09-12/robert-friedland-on-the-world-s-monumental-shortage-of-copper UNQUALIFIED FACT-CHECK 🟢 Headline and core. August CPI, out two days before we recorded: headline +3.4% exactly as Dan said, core +2.4%. 🟢 Heating oil up fifty-three percent. The CPI fuel oil index rose 52.0% year over year - one point off, cold. 🟢 Oil crossed a hundred again, and it never sticks. Brent hit $105.82 on September 11, and before 2026 the only $100+ stretch in a decade was 2022. 🟢 Copper is the thermal metal - the check Dan asked for. He's right: ~401 W/(m·K) vs aluminum's 237. Asterisk: diamond beats every metal at ~2,200. 🟢 Friedland's copper number, relayed close to verbatim. It's a demand forecast though - at today's output, nearer 26 years than 18. 🟢 Our own scorecard. Sean said "about sixty percent." Of 28 resolved calls, half credit gets 59%. 🟢 A five percent rig count. He was reading oil-directed rigs: 429 at the end of May to 450 on September 11, +4.9%. Spot on. 🟡 Jackson Hole is not an FOMC meeting. It's the Kansas City Fed's symposium; the FOMC met September 15-16. 🟡 The Philippines rice record. Q2 was the largest second quarter in a series beginning in 1987 - a different claim. 🟡 The reserve math. The IEA authorized 400 million barrels, not 600-700; the obligation is 90 days, not six. 🟡 European gas storage. About 67.8% on September 11 against a five-year norm nearer 85%; 63% was right for late August. 🟡 Purdue, the only school. Longest freeze, not the only one - fourteen years. 🟡 The Douglas firs. Friedland and Jobs at Reed were planning an apple orchard - hence Apple Computer. Yellow: that's how Odd Lots told it, and Dan relayed it faithfully. 🟡 Thirty-two thousand jurisdictions. It's just over 12,000 - directionally absurd, which was the point. 🔴 The college wage premium. Dan said twenty percent over a lifetime; it's 75% - $2.8M vs $1.6M. Final Score: 7 green, 7 yellow, 1 red. Great instincts, disastrous denominators - and the rig count turns out to be a win we talked ourselves out of. CHAPTERS 00:00 - Cold Open: Trade Finds a Way 00:29 - Houston 102, Denver 54, Conjuring Fall 03:12 - Costco Halloween, an Elsa Dress, and a T-Rex 05:47 - "You're Not Good At That Yet" 06:23 - Mistborn, and the King Who Wore White in a World of Ash 11:58 - Jackson Hole and the September FOMC 13:02 - Scoring Ourselves: The Call We Whiffed Hard 15:34 - Headline vs. Core: What Inflation Is Doing 16:21 - The Chicken Salad Index 22:09 - The Enrollment Cliff, and College as a Business 27:41 - Purdue and Income Share Agreements 36:21 - The Scorecard and the Kelly Criterion 38:10 - Rig Count and the Oil Call That Landed 51:47 - The Copper Nobody Has Mined Yet 1:03:54 - Everest, Inverted 1:05:29 - "Claude's Gonna Have to Fact-Check Me Here" 1:08:12 - Keep the Reps Up

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46:09

The Demographics of Midtopia

Sep 14, 2026

Notes From a Man Who Did Not Shave If demographics are destiny, what happens when some of the participants in the economy aren't actually people? That's where we start this week. Population decline has traditionally meant fewer workers, less economic activity, less surplus, and — if history is any guide — a greater chance that people start fighting over a shrinking pie. But history never had millions of AI agents doing useful work, making decisions, building businesses, and creating economic output. So we try to figure out whether that changes the equation. We talk about the Black Death and the Renaissance that came out of it. Is it actually getting rougher, or are we simply old enough to notice now? We stumble our way home to a better economic indicator than GDP: how things feel at the kitchen table. Then we ask the obvious next question. If agents really do become economically productive, who captures the surplus? Do we eventually tax agent-generated income differently from human labor? Can we use some of that productivity to give actual humans a better floor without deliberately kneecapping the technology creating it? I've been moving my own agent between AI providers. So naturally we discuss sexy AI voices, revisit Her, and debate whether the ability to tell a genuinely funny joke might actually be a better test of AGI than most benchmarks. Dan thinks scientific discovery gets there first. Eventually we land on the bricklayer. Maybe AI doesn't replace the person who loves laying brick. Maybe it handles the website, follows up with customers, collects reviews, answers emails, manages the marketing, and does all the digital nonsense the bricklayer never wanted to do in the first place. That future sounds a lot more interesting than either utopia or dystopia. Midtopia, perhaps. Go build something. BOOKS DISCUSSED Factfulness by Hans Rosling https://en.wikipedia.org/wiki/Factfulness Rich Dad Poor Dad by Robert Kiyosaki Influence by Robert Cialdini ALSO: Her (2013) · OpenAI Codex · GPT-6 Astra · Anthropic · Google · Meta · BYD LINKS Greg Brockman on Stratechery: https://stratechery.com/2026/an-interview-with-openai-president-greg-brockman-about-astra-and-alignment/ UNQUALIFIED FACT-CHECK We said some things. Here's how we did. 🟢 nailed it | 🟡 close enough | 🔴 whiffed it 🟢 The Black Death handed the peasants leverage. It killed 30-40% of England's population, and within two years the Crown capped wages at pre-plague 1346 levels — a law you only write if employers are bidding up pay. 🟢 Rosling's levels. Sean said four or five; it's four. Level 4 starts around $11,700 a year per person, so "ninety nine percent of America" stands too. 🟢 Brockman really did say that. The Stratechery interview ran September 4: "somewhere in there, I think we're going to cross most people's AGI threshold." 🟢 The revenue-per-employee tell. Epoch AI, May 2026: Anthropic roughly $9M per employee, OpenAI $5.5M, against Meta at $2.5M and Google at $2.1M. 🟢 Invert, always invert. Munger credited it to Jacobi. 🟡 How many children died a hundred years ago. Sean said over 50%, Dan cut in with "more like a quarter." Dan wins — globally a quarter to a third before age five, in the US closer to 10%. The 50% number is real, just from before 1800. 🟡 Four million boomers a day. The four million is right, the day is not. About 4.1 million Americans turn 65 each year through 2027 — roughly 11,400 a day. 🟡 The Bessent BYD quote. Real, and close. The line is "the best $70,000 car that $35,000 can buy — heavily subsidized" — an attack on Chinese subsidies, not praise. 🟡 What Scarlett Johansson actually said. She declined one OpenAI request, then objected when the Sky voice shipped anyway. Her ask was transparency and legislation, not a blanket ban. BONUS: the word Sean went hunting for between utopian and dystopian is protopia, coined by Kevin Kelly. And Brockman's first name is Greg. Final Score: 5 green, 4 yellow, 0 red. A clean sheet — and one of the two reds got edited out before this went to air. Two guys with no notes and no intention of working on Labor Day. CHAPTERS 00:00 - Cold Open: It Still Has to Start at the Bottom 00:10 - Labor Day, Denver, and a Shout-Out to a Listener 00:55 - Demographics Is Destiny — But Whose Demographics? 02:35 - When Does an Agent Stop Being a Tool? 04:43 - What Shrinking Populations Actually Break 06:53 - Flesh Bodies, GPU Bodies 10:15 - The Renaissance Still Had to Start at the Bottom 10:39 - The Black Death, the Medici, and Who Picks Up the Pieces 12:50 - Why Fertility Fell: Rosling, Mortality, and Birth Control 21:58 - GDP vs. the Kitchen Table Measure 23:37 - BYD, High-Speed Rail, and What We Made Impossible to Build 24:46 - The Cure for Pain Is More Pain 25:23 - Tax the Agents 29:07 - Build Segment: Brain Surgery on a Personal Agent 33:06 - Is Comedy the Real AGI Test? 40:19 - From Dirt Floors to a Bricklayer With a Marketing Agent 44:34 - Everyone's Making It Up

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