Unqualified Advice

Sean Filipow and Daniel Hatke

4.8 (4)
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Updated Biweekly

A Podcast for a More Reasonable Tomorrow

5d ago

Analysts of the Vibe

Dear Show Notes Readers, It's decorative gourd season, m***********s! Fall has finally arrived in Houston, and Sean has taken the opportunity to accumulate a frankly unreasonable number of pumpkins and decorative gourds. Dan has returned from Telluride, where the fall colors were spectacular and the first snow has already fallen. All is right with the world. Or is it? This week, we're attempting to answer that question by doing what we do best: applying an entirely unnecessary level of analysis to the general mood of humanity. Sean has been experimenting with OpenAI's new persistent AI agents, including his latest digital assistant, Number Two. After spending months trying to cobble together something similar using Notion, Codex, and various AI tools, he's discovering the joys of watching a multibillion-dollar technology company casually release the thing he was trying to build. But when does AI stop being an entertaining toy and start becoming something genuinely useful? Dan makes the case that the biggest opportunity might not be building elaborate applications or autonomous coding agents. It might simply be dealing with the hundreds of emails, subscription renewals, calendar invitations, and administrative headaches that modern life throws at us. From there, we get into AI vendor lock-in, why Google should probably be better at email, and whether the future of communication is just a bunch of AI agents talking to one another while humans go about their lives. Then we turn our attention to the economy. Kyla Scanlon has introduced us to the wonderfully appropriate term shrugflation: that feeling when prices keep rising, the world keeps getting more expensive, and everyone collectively shrugs because what else are you going to do? We discuss inflation expectations, the limitations of the Federal Reserve, energy costs, the AI infrastructure boom, and the strange ways economic psychology can become economic reality. Which brings us to the central question of the episode: What exactly are the vibes? We're not entirely sure. Sean's assessment is that the economy is neither particularly good nor particularly bad. It's a complicated mixture of conflicting signals, irrational exuberance, anxiety, and uncertainty. In other words, the vibe is MEH. And wouldn't you know it? Our very own Unqualified Advice Vibe Index agrees. We also discuss Rory Sutherland and the importance of psychology, whether a flying car that's actually falling gracefully counts as flying, Apple's latest hardware, and the increasingly complicated relationship between AI and personal privacy. Are we approaching another fundamental shift in computing, comparable to the transition from local machines to the cloud? Probably. Should we be concerned about handing our personal information to increasingly capable AI agents? Absolutely. Should that stop us from experimenting, learning, and building things? We don't think so. Resistance may be futile, but understanding what you're getting into is still a pretty good idea. Until next time, go build something. — Sean & Dan A Podcast for a More Reasonable Tomorrow. Tools & Platforms Mentioned ChatGPT dots (OpenAI's always-on personal agent) Codex Meta Muse Gemini and Google's Gemini 4 "Argon" OpenClaw, Hermes, Grok Bot (Dan's agent lineage) Notion Gmail The Vibe Index (our sentiment page) Companies Discussed OpenAI, Meta, Google, Waymo, Anthropic, Apple, Tesla, SpaceX, Amazon (AWS), Oracle, Ivanhoe Mines, The Wall Street Journal, the Federal Reserve, the CIA, My First Million, Ogilvy, the Financial Times Links & References The Unqualified Advice Vibe Index — Our own attempt to quantify the collective mood using six market signals. At recording time, it stood at 58/100: thoroughly MEH. It's Decorative Gourd Season, M***********s — Colin Nissan — McSweeney's Internet Tendency. A seasonal masterpiece and required reading for anyone who appreciates the finer points of autumn decorating. Kyla Scanlon — Economic commentary exploring the relationship between economic fundamentals, consumer psychology, and the collective mood. Rory Sutherland — Dan discusses Sutherland's appearance on My First Million and his fascinating approach to behavioral economics and psychology. Kyla Scanlon: The Shrugflation Triangle Decrypt: everything OpenAI announced at DevDay 2026, including dots Forbes: why Russian sanctions relief would do little for US fuel prices Washington Examiner: Warsh raises rates and says the Fed will "stay in our lane" DCD: Oracle trucks in gas to power its Utah and Texas data centers Khaleej Times: the Tesla Roadster demo at SpaceX's McGregor site The Next Web: iPhone Duo preorders sell out, shipping slips to January Dan's Substack, the Prometheus Dispatch Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟡 Dots, the global agent Sean described dots as an always-on agent you can call on the phone, linked to his machines, running a fleet of agents and reading his Codex threads. Mostly right. OpenAI announced dots at DevDay on September 29, and it can now start and continue Codex tasks. Two stretches: the "phone call" is a voice call inside the app, not a phone number, and it links to one computer at a time for now. 🟢 Dots came right after Muse Sean noted dots landed right after Meta's agent. Muse launched September 8 and dots followed three weeks later. That counts as right after. 🟡 WSJ only cancels by phone Dan said the only way to cancel a Wall Street Journal subscription is to call. There is a "Cancel Subscription" option in account settings now, though it may still hand you to a chat or a call with retention offers. The FTC's click-to-cancel rule was struck down in July 2025, so nobody is forcing it. 🟡 Google's ten percent time Dan said Google should bring back "ten percent time." It was famously 20% time, the policy credited with Gmail and AdSense, but he's right that it's gone: it was widely reported dead by 2013. Right idea, half the time. 🟢 Google drove us without a driver Sean said Google delivered him "to and from an establishment yesterday without a driver." Waymo (Google's sibling under Alphabet) started public driverless rides in Houston on February 24, 2026, and opened to everyone with the app in August. 🟢 Kyla's shrugflation triangle Sean summarized Kyla Scanlon's latest as a triangle of the AI build-out, Hormuz and fuel prices, and rising interest rates feeding each other. That's the piece, published October 14. One nuance: her shrug is mostly the big borrowers (the government and the AI companies) shrugging off higher rates, not only consumers shrugging at prices. 🟡 Trump waived the Russia sanctions this week Sean said Trump waived sanctions on Russia this week. Treasury issued a general license for Russian-origin diesel on October 9, so the week before, and it covers diesel only, through April 7, 2027. It isn't a broad lifting of sanctions. 🟡 Diesel is a refining problem Sean said high diesel is partly a refining capacity problem. The strain is real (US refineries ran at 97% utilization in August), but most analysts point to Hormuz, Ukrainian strikes on Russian refineries and low distillate inventories. It's a global supply squeeze more than a shortage of US refining capacity. Diesel averaged $6.18 for the week of October 12, down from the record $6.53 in September. 🟢 Warsh's hike and his lane Dan referenced Warsh's recent hike and his line about staying in your lane. The Fed raised rates 25 basis points to 3.75–4.00% on September 16, the first hike since 2023. The line came from that day's press conference, not a separate speech: "we stay in our lane… Independence is a two-way street." 🟢 Core came in a little hot Dan said core inflation came in a little above expectations this past week. September CPI (out October 14) showed core up 0.3% for the month against 0.2% expected, and 2.6% for the year against 2.5%. 🟡 Denver house prices are way down Dan said house prices are way down in Denver. The September metro median was $575,000, down 1.9% from a year ago, and detached homes were flat. Soft, but not way down on a yearly basis. 🟢 Oregon fish, processed in China Dan said fish caught off the coast gets shipped to China for processing and shipped back. The practice is real. The Alaska Seafood Marketing Institute put it at about $2.7 billion a year of mostly Alaskan pollock, salmon and cod, though that figure is from 2018 and tariffs have since changed the flows. 🟢 Trucking gas to data centers Sean said diesel trucks are hauling natural gas to power data centers. Bloomberg reported on October 8 that Oracle has trucked compressed natural gas to its Salt Lake City data center for over a year, and to its Texas site with OpenAI. Kyla's piece cites the same example. 🟡 Copper: fifty years, ten thousand years Sean paraphrased Robert Friedland as saying we'll need as much copper in the next fifty years as we've mined in the last ten thousand. Friedland's actual line is even more aggressive: the next 18 years. Right direction, and Sean was right to flag his vested interest. 🟡 The iPhone Duo's compromises Dan said the Duo has already sold out and gives up camera and antenna. Preorders opened October 16 and sold out fast, with deliveries slipping to late January. The camera compromise is real: no telephoto, a 12MP front camera and no ProRAW. We couldn't confirm an antenna downgrade. It uses the same modem as the 18 Pro. 🟡 The twelve-thousand-dollar Mac Studio Dan said the $12,000 Mac Studio is headed toward $24,000. It's already past twelve. The top published configuration of the M5 Ultra Mac Studio runs about $18,300, and the 512GB memory option isn't priced yet. Halfway to Dan's prediction. 🟡 The CIA's cloud is Amazon Dan said the CIA's cloud is Amazon. True as of
Oct 5

Agency All the Way Down

Programming Note: Off next week for fall break. We'll miss you! 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 Tools & Platforms Mentioned The Vibe Index (our new page on the site) The Ketchup Bot (our paper-trading Mag 7 bot) Bright Data (Reddit scraping API) Reddit: r/wallstreetbets, r/stocks, r/investing Polymarket, Kalshi (prediction markets) FRED (St. Louis Fed economic data) ChatGPT, Muse, Grok Bot, Instinct (personal AI agents) The X API Companies Discussed Anthropic, OpenAI, Google, Meta, xAI, Instinct, Reddit, X, Bright Data, Andreessen Horowitz (a16z), Jane Street, ARK Invest, Polymarket, Kalshi, Robinhood, Coinbase, GameStop, AMC, Palantir, Tesla, SpaceX, the Magnificent 7, LVMH, DoorDash, Instacart, Amazon, Walmart, Shopify, Sonos, Bose, The Wall Street Journal, Stratechery, 3Fourteen Research, O'Shaughnessy Ventures Links & References The Vibe Index: our new market-sentiment page The Ketchup Bot: the paper-traded most-hated Mag 7 Sheel Mohnot on X: the original "most hated" Mag 7 trading bot Robert Shiller's online data (the CAPE dataset) a16z on X: "98% of US households aren't paying for AI yet" BLS: The Employment Situation, September 2026 New York Fed: Household Debt and Credit Report, Q2 2026 FRED: household debt service payments as a percent of disposable income TechCrunch: viral AI agent Instinct raises a $1B Series C at a $10B valuation O'Shaughnessy Ventures: The Great Reshuffle begins Dan's Substack, the Prometheus Dispatch Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 The Vibe Index says meh Sean said that as of October 1st, Friday, the index sat at "meh." The site reads 56, squarely in Meh, as of October 1. October 1 was a Thursday, but the vibes don't care what day it is. 🟡 A 2.1% credit spread Sean called the gap between HYG (junk bonds) and IEF (Treasuries) "a two point one percent spread." It's actually how far HYG has beaten IEF over the past quarter, a relative return rather than a yield spread. Sean first called it elevated, then corrected himself to "actually pretty good," and the correction is right: it sits at the 68th percentile of the last three years. 🟡 Shiller CAPE at 41 Sean said the Shiller P/E was "around 41" yesterday, that it reached "42, 43" in 2000, and that it's historically "in the twenties." The current read is right: 41.4 at Friday's close. The dot-com peak was a bit higher, at 44.2 in December 1999. The long-run average is about 17, so the twenties only describe recent decades. Shiller does publish his data, but as a monthly series, not "every day." The daily figures come from sites that recompute it. Robert Shiller of Yale ✓. 🟢 Anthropic is about to IPO Sean said Anthropic is "about to IPO." Anthropic confidentially filed a draft S-1 on June 1, 2026, and recent reporting has the float landing in October or November at a valuation of $2 trillion or more. About to, indeed. 🟢 What the vibes said next Sean rattled off the index's track record. Doomscrolling happened on only 6 days and the market was up a month later 100% of the time. Meh was up 76% of the time, by about 2.5%. Memes All the Way Down lasted about 20 days and was up about half the time. Nervous was up 54%. The S&P is "typically up 69%." Every number matches the site (Meh averaged +2.2% with a +2.7% median). The 69% matches the base rate inside the index's own window, which is a little higher than the long-run norm. 🟡 Bright Data, five bucks a month Sean said Bright Data gave him 5,000 free Reddit calls a month and that "five bucks a month" would buy a lot more. The free tier is real: 5,000 requests a month, no card required. There's no $5 plan, though. Past the free tier it's pay-as-you-go at $1.50 per thousand requests, so five bucks buys you about 3,300 more calls. 🟢 The Ketchup Bot is up 200 bucks Sean said the bot ranks the Mag 7 on 3-, 6- and 12-month returns, holds the worst one (Tesla), and is up about $200 on $5,000. As of the October 2 close, the paper account was up $222.36. Technically the rule averages the ranks, not the returns, but Tesla ranked dead last on all three, so it comes out the same. 🟢 The ketchup came from a transcription Sean said the bot's name came from a transcription error. Confirmed: in last week's raw transcript, Dan's "you're constantly buying the catch-up" is written as "you're constantly buying the ketchup." A Danism, laundered through Riverside. 🟢 98% of households aren't paying for AI Dan quoted a16z: "98% of US households aren't paying for AI yet." That's word for word from a16z's October 2 post, which is based on PNC data showing 2.2% of households with a paid AI subscription. 🟡 Finance and tech are shedding jobs Dan relayed a Warren Pies post: since mid-2025, finance plus tech has lost 246,000 jobs while every other industry has added 812,000. We couldn't track down the post itself, so the exact figures are unconfirmed. The direction checks out, though. BLS shows financial activities down 129,000 from their May 2025 peak, and the combined net gain matches roughly 45,000 jobs a month over the past year. 🟢 Jobs came in below expectations, but positive Dan said the jobs number missed but stayed positive. September payrolls came in at +29,000 against a consensus of about 84,000. Still positive, though July was revised down to −10,000. 🟢 The Great Reshuffle Sean credited Jim O'Shaughnessy with "the great reshuffling." O'Shaughnessy has called it "the Great Reshuffle" since 2021, meaning a once-in-generations shift from a physical, location-bound economy to a digital one. Close enough to remote work that we'll allow it. 🟡 Luxury is finally feeling the pressure Dan said LVMH and the luxury makers are finally feeling the pressure. The pressure is real, but it isn't new: LVMH shares are down about 54% from their April 2023 high, and Louis Vuitton's China sales fell 20–30% this summer. Most of the reporting blames aspirational and Chinese shoppers more than the filthy wealthy. 🟢 Five grand Dan said "vote for Trump and he'll give you five grand," then immediately waved it off. On September 9, Trump pledged $5,000 to every adult citizen if Republicans keep both the House and Senate, and he repeated it on October 2–3. Accurate, and Dan still called himself sloppy. 🟡 Google isn't a monopoly Dan argued that Google isn't a monopoly, just the place demand goes because it's the best (Ben Thompson's aggregation theory). It's a respectable argument, and it's basically Google's appeal brief. But in August 2024 a federal judge ruled Google an illegal monopolist in search, and that ruling stands while the appeal plays out. 🟡 Instinct takes one percent Dan said Instinct is free and makes money by taking about 1% of what it buys for you. It's free, and its founder says the plan is to take a cut of purchases. No take rate has been published, though, so the 1% is a guess. It just raised $1 billion at a $10 billion valuation. Final Score: 9 green, 7 yellow, 0 red Our vibe reading on our own accuracy: 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
Sep 28

Where Are the Humans?

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 Discussed Galápagos by Kurt Vonnegut Unknown Market Wizards by Jack D. Schwager Shows/Films Discussed The Mighty Boosh Citizen Kane (and our pitch for a Christopher Nolan remake about Zuckerberg) Tools & Platforms Mentioned Muse (Meta's personal agent) TinCan / Agent Tincan (Matt Van Horn's open-source agent relay) Claude, ChatGPT / Codex, Gemini, Grok OpenClaw, Hermes (open personal-agent frameworks) Alexa (Amazon's shopping assistant) Sean's Manufacturing Index (our new SMI page) Sean's Tomes and Tunes (the 3D record store) Companies Discussed Meta, Google/Alphabet, YouTube, Amazon, AWS, Walmart, OpenAI, Anthropic, xAI, Oracle, Nike, Celsius, Coca-Cola, Budweiser, Miller Lite, Dove, Deckers, Skechers, Weber, June, Aalo Atomics, Jane Street, Colossus Links & References Sean's Tomes and Tunes: the 3D record store Sean's Manufacturing Index: the new SMI page GeekWire: Amazon blocks Meta's Muse AI assistant in a new standoff over agentic shopping Benzinga: Muse adds shopping with Walmart, Sephora and Best Buy (Meta Connect, Sep 23) Colossus: "Mark," Jeremy Stern's profile of Mark Zuckerberg Stratechery: Ben Thompson interviews Colossus EIC Jeremy Stern about the profile Agent Tincan: let your AI agents ask each other for help Sheel Mohnot on X: the "most hated" Mag 7 trading bot Marketplace Pulse: Amazon is regaining first-party unit share Dan's Substack, the Prometheus Dispatch Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 Meta released Muse Dan said Facebook just released Muse, its closed, just-works personal agent. It launched September 8 and hit #1 on Apple's US App Store within two weeks. Nailed it. 🟢 Amazon blocked Muse this week, over ads Dan said Amazon blocked Muse from shopping on Amazon.com because agents don't care about ads. The block landed the weekend of September 20. Amazon's stated reasons were that the agent didn't identify itself and handled customer credentials. The subtext everyone reported was the $68 billion ad business, which depends on humans browsing sponsored listings. Right on both counts. 🟢 Walmart has yet to do this Dan said Walmart hadn't blocked Muse. He undersold it. Walmart signed on as a Muse shopping partner at Meta Connect on September 23, alongside Sephora and Best Buy. Sean's "Walmart can be more AI-native than Amazon" was vindicated four days before we even said it. 🟢 The eleven percent pop Dan wished he'd bought Meta right before its 11% jump. It happened on Monday, September 21: Wells Fargo raised its target from $640 to $796, and Muse was sitting at #1 in the App Store. Correct, and painful. 🟡 From credit cards to wires Sean said some Amazon sellers now have to wire ad payments monthly instead of putting them on credit cards. Since April 15, 2026, sellers who still paid for ads by card have them deducted from their sales proceeds by default, with Pay by Invoice (net 30) as the alternative. Cards survive only as a backup. So the lost credit-card points are real, but the mechanism is deduction or invoice rather than a mandatory wire. 🟡 Search is ninety percent, YouTube is ten Dan guessed search ads are about 90% of Google's revenue and YouTube ads about 10%, and flagged that he didn't know. YouTube is right at roughly 10% of Alphabet's $402.8 billion in 2025 revenue. Search and other is a little over half, not 90%, because Cloud, subscriptions and devices have grown into real businesses. Half credit for the hedge. 🟡 Celsius is a pandemic-era brand Sean said Celsius was "pandemic era, I think." The company was founded in 2004 (Dan's guess that it had been around a while was closer). Its breakout was pandemic-era, though, capped by PepsiCo's $550 million stake in 2022. Right about the rise, wrong about the birth. Fun footnote: Celsius is one of the trades that made Chris Camillo's name. 🟢 The composer who hated the phonograph Dan said one of America's more famous composers was loudly convinced the phonograph would ruin music. That's John Philip Sousa, whose 1906 essay "The Menace of Mechanical Music" warned that recordings would kill amateur music-making. Nailed it. BONUS: Sousa made plenty of records anyway. 🟢 SMI at plus point six eight Sean said manufacturing wage growth is running about 0.68 percentage points ahead of other industries. August 2026 BLS data: manufacturing average hourly earnings +3.77% year over year against +3.09% for all private workers, a gap of 0.68. Exact, which is the benefit of reading off your own index. 🟡 The 2009 spike Sean said the gap peaked around 2009–10 and went negative from 2010 to 2014, because manufacturing wages held steady while everything else fell. The timing checks out: the all-time high was April 2009 (+1.79 points), and it ran mostly negative from 2010 through 2013. The reason is mostly composition, not resilience. Layoffs take the lowest-paid workers first, which lifts the average. Sean's own SMI page says exactly that ("That is not a raise"), which makes this the rare fact-check where the host is corrected by himself. 🟢 Twenty thousand jobs, five times the churn Sean said manufacturing added only about 20,000 jobs over the past year, with roughly five times that many moving between fields. Manufacturing employment went from 12.615 million to 12.638 million (+23,000). The five build-out industries on the SMI page gained 64,000 while the rest of manufacturing lost 41,000, which is 4.6 jobs moved for every net job added. One nuance: that measures jobs shifting between industries, not individual people changing jobs. 🟢 Factory job openings up thirty percent Sean said factory job openings are up about 30% from a year ago. The JOLTS manufacturing job-openings rate rose from 3.3% to 4.4% (July 2025 to July 2026), up about a third. Nailed it. 🟢 Four percent unemployment Dan asked whether unemployment was about 4% and admitted he hadn't looked. The August 2026 jobs report put it at 4.1%. Close enough for a guy who hadn't looked. 🟢 Switchgear lead times Sean said switchgear lead times are running 18 to 24 months. Medium-voltage switchgear is quoting 52 to 80 weeks in 2026, and the 15–38kV gear that data centers need runs 80 to 104 weeks, about 18 to 24 months. That's roughly 2.5 times pre-pandemic lead times. Good, and more confident than the "I'm not enough of an electrical engineer" disclaimer suggested. 🟡 One in four to one in six data center jobs stick Sean owned our Ep 54 miss and said one in four to one in six const
Sep 21

The Chicken Salad Index

Dear Show Notes Readers, 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, the stories we tell ourselves, 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 making economic predictions, where we take a moment this week to admit that we whiffed—hard—on a few. We revisit 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 we discuss the Chicken Salad Index, America's looming college demographic problem, whether degrees should somehow 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. That turns out to be a useful lens for AI, too. Should the frontier labs slow down? Can they? What happens when their breakthroughs diffuse around the world? Is China inventing the future, implementing it, democratizing it—or some mixture of all three? Then Dan makes perhaps the best defense of auto racing Sean has ever heard: the racetrack is a laboratory. It's where engineers get to ask, "Can we do it?" Which naturally sends us to the Moon. Why are we going back? Water. Minerals. Science. Capability. And all of the technologies we'll have to invent along the way. That brings us back to Earth, where electrification requires staggering quantities of copper, mining requires moving staggering quantities of rock, regulations require staggering quantities of paperwork, and physics remains stubbornly unwilling to negotiate. Maybe material science changes the equation. Maybe AI helps. Maybe we learn to use less copper, substitute other materials, recycle more efficiently, or build things in ways we haven't imagined yet. 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 Discussed Mistborn by Brandon Sanderson — the king in white, and the reason I think about a fantasy novel on the plant floor The Stormlight Archive by Brandon Sanderson — currently on book two. There are more than I said there were The Kingkiller Chronicle by Patrick Rothfuss — two brilliant books, one promised trilogy, and nineteen years of nothing Material World by Ed Conway — where I got the scale of the Atacama pit, and the second episode in a row Conway has done heavy lifting for us Tools & Platforms Mentioned Baker Hughes rig count · Bloomberg Odd Lots · Costco · Spirit Halloween Companies Discussed Ivanhoe Mines · Baker Hughes · BYD · Tesla · Porsche · GM / Chevrolet · Ford · Ram · Anthropic · OpenAI · University of Colorado Boulder · Purdue University · BloomTech Links & References The Chicken Salad Index — Dan demanded it on air, so here it is: the whole index, the modeled cost stack, and every price I have receipts for Robert Friedland on Odd Lots, "The World's Monumental Shortage of Copper" — published the day before we recorded. Go listen to it; I clearly should have Our predictions tracker — every call we've made, scored, including the ones we got wrong this week Baker Hughes rig count — published weekly since 1944, and the number the whole industry actually uses BLS Consumer Price Index, August 2026 — released two days before we recorded; the headline and core figures we argue over Purdue's "Back a Boiler" — the income share agreement I promised to look up on air Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 The headline and the core Dan said "the three point four percent headline number, if you just strip it down to core, is closer to two." August CPI, released two days before we recorded: headline +3.4% year over year — exactly right — and core at +2.4%, the lowest core reading since March 2021. "Closer to two" than to three-four, comfortably. Recalled cold, two days after the print. 🟢 Heating oil up fifty-three percent Dan, off the top of his head: "Heating oil is up like fifty three percent." The CPI fuel oil index rose 52.0% over the twelve months to August 2026, the largest energy component in the report. One point off. Show-off. 🟢 Oil crossed a hundred again, and it never sticks Sean said we'd gotten above $100 a barrel recently and that historically it doesn't last. Brent broke $100 on September 9 and sat around $105.82 on the 11th. And the "short-lived" read holds up: before this year, the only time in the last decade oil held above $100 was 2022 — roughly six months — and the March–May 2026 run lasted about two. 🟢 Copper is the thermal metal — the one Dan asked us to check Dan flagged himself mid-sentence: "the Claude's gonna have to fact check me here, because I'm speaking out of not deep knowledge," then said copper shows up in heat sinks and piping, and that it's all through the data centers. He's right. Copper conducts heat at about 401 W/(m·K) against aluminum's 237 — roughly 1.7 times better — and it's standard in cold plates, heat pipes and vapor chambers in exactly the high-density rack cooling he's describing. Sean's follow-up is right too: metals win because heat rides on free electrons, while ceramics are stuck moving it through lattice vibrations that scatter. One asterisk, and it's a fun one — diamond is a non-metal and beats every metal at about 2,200 W/(m·K). So if anybody's hunting for that Nobel Sean called, the exception already exists in the display case. 🟢 Friedland's copper number, relayed correctly Dan: "we have to mine more copper in the next eighteen years than we have mined in the last ten thousand." That is Friedland's actual line, close to verbatim, and Dan attributed it to him properly. Worth adding what Dan didn't: it's a demand forecast, not a measurement. USGS puts all the copper ever mined at roughly 600 million tonnes against about 23 million a year today, which is nearer twenty-six years than eighteen at current output. The eighteen assumes we build what we say we're going to build. 🟢 Our own scorecard Sean said "we're only sitting at about sixty percent accuracy." Checked against our own tracker: of 28 resolved predictions, 12 came true, 9 landed partially and 7 missed. Score the partials at half credit and you get 59%. He was off by one point, about his own show, from memory. Dan's response — that anything above fifty is fine on Wall Street if you size the bet right — is also correct, and it's why the Kelly criterion conversation follows. 🟢 A five percent rig count Sean said "about a five percent increase in rig count in North America" per Baker Hughes, claiming his own May call. The referent matters and he was reading oil-directed rigs, which is the right instrument for the prediction he was scoring: US oil rigs ran 429 at the end of May to 450 on September 11 — +4.9%. That is his number, essentially exactly. Two other readings exist and neither is what he meant: total North America is 792 against 718 year over year, +10.3%, and North America year to date is about 1.7%, depressed by Canadian seasonality. His characterization of Baker Hughes is exactly right — weekly since 1944, and the number the industry runs on. 🟡 Jackson Hole is not an FOMC meeting Sean set the table with "coming up out of the Jackson Hole FOMC summit a couple of weeks ago." Right event, right timing, wrong institution. Jackson Hole is the Kansas City Fed's Economic Policy Symposium — an academic conference with no policymaking power, attended by plenty of people who aren't on the FOMC at all — and it ran August 27–29. The actual FOMC meeting was two days after we recorded, on September 15–16. 🟡 The Philippines rice record Sean said the Philippines "had the largest rice harvest since nineteen eighty seven this year." Close, and garbled in a specific way. Q2 palay came in at 4.63 million tonnes, +5.7% — the largest second quarter in a data series that begins in 1987. That's a different claim, and full-year 2026 is actually forecast below the 2023 record. The import ban detail is also off: the suspension ran through 2025 and simply expired on December 31, and in 2026 Manila deliberately chose not to re-impose it. But the thing that matters — that we called a rice crisis and got a record quarter instead — is entirely correct, which is the whole point of the segment. 🟡 The reserve math Three claims in one breath, and they land differently. "Six to seven hundred million barrels released" is high — the IEA's March 11 collective action authorized 400 million, with 426 million in confirmed contributions. That's still the largest in the agency's history, so the instinct was right and the number was inflated. "Global reserves are over a billion barrels" is correct and if anything understated: IEA members hold over 1.2 billion in public stocks alone, plus China's roughly 1.3 billion. And "six months worth of cover" — the IEA obligation is 90 days, not six months, though Japan and South Korea really do sit on 200-plus. Two out of three, generously. 🟡 European gas storage Sean put EU storage at "63% total capacity" against a five-year norm "closer to 80." It was about 67.8% on September 11, and the five-year average for that date implies roughly 85% full — so a bit stale and a bit conservative on the comparison. 63% was accurate for late August. The conclusion he drew is not just right but understated: this is the lowest
Sep 14

The Demographics of Midtopia

Notes From a Man Who Did Not Shave Dear Show Notes Readers, 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? Then we move to more practical matters. 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. Cheers, Sean "You get older and you realize everyone's making it up, even the people that are in charge of it." Books Discussed Factfulness by Hans Rosling — the four income levels, and why things getting better is exactly what made families smaller Rich Dad Poor Dad by Robert Kiyosaki — invoked strictly as the patron saint of predicting the next crash, forever Influence by Robert Cialdini — the one I couldn't retrieve on air. It's the "click, whirr" material, and yes, it's exactly about inverting the laziness Shows/Films Discussed Her (2013, dir. Spike Jonze) — due for a rewatch, and it will not feel the same 30 Rock — I was reaching for a joke that turns out not to exist. See the fact-check Lost — collateral damage in a conversation about what's in the box Tools & Platforms Mentioned OpenAI Codex — the coding product, and the reason my agent has a new home this week GPT-6 Astra — OpenAI's September release Claude / Anthropic — where the agent used to live Anki — spaced repetition, aspirationally Companies Discussed Anthropic · OpenAI · Google · Meta · Amazon · BYD · Denver Botanic Gardens · The Comedy Cellar Links & References Greg Brockman on Stratechery — Ben Thompson's Sept 4 interview, the one Dan is half-remembering. Brockman: "somewhere in there, I think we're going to cross most people's AGI threshold" Gapminder's income levels — Rosling's four levels, with the actual dollar-per-day thresholds Epoch AI on revenue per employee — the numbers behind my "look at that number" argument Alliance for Lifetime Income, "Peak 65" — the boomer retirement figure I mangled, in its correct units Charlie Munger, "How to Guarantee a Life of Misery" (1986) — the source of "invert, always invert," which Munger got from Jacobi 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 Dan said the plague "allowed the peasants to rise up, basically." Correct, and the receipts are unusually good: the plague killed 30–40% of England's population, and within two years the Crown passed the Ordinance of Labourers (1349) and then the Statute of Labourers (1351) capping wages at pre-plague 1346 levels — a law you only write if employers are being forced to bid up pay. One honest wrinkle: real wages didn't actually jump for about thirty years, and the 1381 Peasants' Revolt was crushed. But the long arc is exactly as Dan described it. 🟢 Rosling's levels, recalled under pressure Sean said Factfulness has "four or five different stages of wealth" and that America is "ninety nine percent in level four." It's four — under $2/day, $2–8, $8–32, and over $32 — and he hedged on the number anyway. Gapminder doesn't publish a US figure, but Level 4 starts at about $11,700 a year per person, which is below the US poverty line for a single adult. So essentially all of it. Both halves stand. 🟢 Brockman really did say that, and Dan really did listen to it Dan recalled an interview with OpenAI's co-founder on Ben Thompson, and a line about how "for a lot of people this will be their AGI moment." It ran on Stratechery on September 4, and Brockman's version is "somewhere in there, I think we're going to cross most people's AGI threshold." Dan also added, unprompted, "of course he's out there, he has something to sell" — which is the correct amount of skepticism, since Brockman hedged too. 🟢 The revenue-per-employee tell Sean said the AI labs' revenue per employee is "pretty amazing compared to even Google Meta," and that they're still losing a lot because of the capital build-out. Epoch AI (May 2026): Anthropic roughly $9M per employee, OpenAI roughly $5.5M, against Meta at $2.5M and Google at $2.1M. So two to four times over. The losses are real too, though the picture has started to split — Anthropic was projected to post its first quarterly operating profit in Q3. 🟢 Invert, always invert Dan: "Do a little Charlie Munger and invert it." Correct, and Munger himself credited it to the mathematician Carl Jacobi — "Invert, always invert" — in his 1986 Harvard School commencement speech. Munger's companion version: "All I want to know is where I'm going to die, so I'll never go there." 🟡 How many children died a hundred years ago Sean opened with "over fifty percent," Dan cut in with "more like a quarter," and Sean then landed on 25% by age ten and 50% by age twenty. Dan wins this one. Globally in the 1920s roughly a quarter to a third of children died before age five, so his instinct was right. In the US it was closer to 10% before age ten. And nobody's 50%-by-twenty figure survives — child mortality is front-loaded, so the gap between age ten and age twenty adds a couple of points, never twenty-five. The 50% number is real, it's just from before 1800. 🟡 Four million boomers a day Sean said boomers are retiring at "four million a day roughly." 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. He hedged twice, which buys him the yellow. But this is the second consecutive episode where this exact number has caused trouble, so we're putting it on the wall. 🟡 The Bessent BYD quote Sean relayed a quote about "the best car that money can buy is a BYD at thirty seven thousand," flagging twice that he wasn't sure it was real. It is real, and he was close. The actual line is "it is the best $70,000 car that $35,000 can buy — it is heavily subsidized," from Charlotte in early September. Two things off: the price is $35K, and the framing was an attack on Chinese industrial subsidies, not praise. Full marks for hedging. 🟡 What Scarlett Johansson actually said Sean: "I believe she specifically said nobody could do that." Not quite. She declined one specific request from OpenAI in 2023, and then objected publicly when the "Sky" voice shipped sounding like hers anyway. Her ask was transparency and legislation on likeness rights — not a blanket prohibition — and she never sued. Lawyers sent letters, OpenAI pulled the voice. The "I believe" earns the yellow. BONUS — the word Sean wanted At 29:11 Sean went hunting for the midpoint between utopian and dystopian, tried "midtopian," "topian," and "topia," and then said "look that up later." The word is protopia, coined by Kevin Kelly: not a perfect world, just one that's incrementally better than yesterday. Which is, more or less, the entire thesis of this episode. BONUS — the first name Dan: "I think I listened to an interview with Brockman. What's his name? I can't remember his first name." It's Greg. President and co-founder. Final Score: 5 green, 4 yellow, 0 red A clean sheet on the reds — and I'll admit one of the two I edited out of existence before this ever went to air. Two guys with no notes, no Google, and no intention of working on Labor Day. We'll take it, though somebody should still take the boomer retirement statistic away from me. 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 09:08 - The Future Is Not as Dark as History Suggests 10:15 - The Renaissance Still Had to Start at the Bottom 10:39 - The Black Death, the Medici, and Who Picks Up the Pieces 11:49 - Where Revolutions Come From: The Second Percentile 12:50 - Why Fertility Fell: Rosling, Mortality, and Birth Control 19:05 - Doom Sells: FUD, Kiyosaki, and the Perma-Bear Trade 20:08 - When the Joneses Next Door Are Billionaires 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 A
Sep 8

Artificial Laziness

Hello dear show notes readers! Dan started with a question about AI agents: how do you stop a thing that keeps writing down its own rules from going rigid? He was picturing a government. I was picturing red tape, and the policy documents I'd spent the week wrestling with. In the end, you wind up with the rule is C, and nobody remembers that C only ever followed from A and B — so when A changes, things downstream don't adapt quickly. Dan's answer: build deterministically, break the process into the smallest steps you can, and layer intelligence into only the one narrow place that actually needs judgment. It sounds a lot like training an employee, no? The middle of the episode is a boat. Ed Conway — whose Material World was my favorite book of its year — published a post the morning we recorded asking whether we've hit peak ship, and I brought it in as settled fact. Reader, I should have read to the end. The fact-checkers have notes. What survives the correction is the more interesting question anyway: what happens to a system when the curve that's been quietly fighting inflation on your behalf for forty years finally flattens out? That took us to Houthis, chokepoints, insurance actuaries, and my favorite tangent of the year — why shipping fortunes are shadowy in a way tech fortunes structurally cannot be. A Silicon Valley billionaire has one cash cow. A shipping magnate has Panama, Greece, and Angola. Then Dan announces a business. He's launching Polyiota — polyiota.com, as promised on air — consulting on AI transformation for exactly the kind of company that will never buy itself a software team. There is no such thing as ready, so you put the rivets in the airplane while it's already flying. His field report from his early efforts with his own team gives us a glimpse into the adoption headaches he hopes to help others avoid: the blinking cursor effect. The fix isn't just more intelligence. We end up somewhere I didn't see coming: not why not, but where's next. Cheap land moved technology west a century ago, and Dan's argument is that the underrated story of the next decade isn't AI at all — it's people moving again. Great Lakes. College towns. Columbia, Missouri. Then four million boomers a year start retiring, Dan does the arithmetic live and out loud with predictably mixed results, and we close on what the millennials will do with the inheritance. My guess was tattoos and beard oil. Dan, for the record, has neither. Go build something this week. Cheers, Sean Books Discussed Material World by Ed Conway — my favorite book of its year, on the raw materials that make modern life possible. If you only take one thing from it, make it how few places on Earth certain links in the silicon supply chain actually exist. Trade World by Ed Conway — the follow-up I said I was looking forward to. It came out four days after we recorded, built around bread, cloth, and cars. Tools & Platforms Mentioned Claude · Codex · Gemini · Grok · Cursor · OpenRouter · Zapier · Slack · X · YouTube · Substack Companies Discussed Anthropic · OpenAI · Google · xAI · SpaceX · Anysphere (Cursor) · Amazon · Sky News · NPR / Planet Money · Bloomberg / Odd Lots · University of Alabama · Purdue University · University of Missouri · Denver International Airport · Polyiota — Dan's new AI transformation and strategy practice Links & References Are We Approaching Peak Ship? (Ed Conway, Substack, Aug 30) — the post the middle of the episode is built on. Published the morning we recorded. Read past the setup; the ending is not where I left it. Polyiota — Dan's new practice. As promised on air. SycEval: Evaluating LLM Sycophancy (Fanous et al., Stanford, arXiv) — the study behind the "who caves when you push back" numbers. Planet Money Makes a T-Shirt (NPR, 2013) — the series I was describing, and the origin of the squirrel on my shirt. The Twitter recommendation algorithm — heavy ranker weights (GitHub) — the actual published numbers Dan was working from memory. How I AI — Claire Vo's show, correctly spelled. Peak 65: 4.1 million Americans turn 65 each year through 2027 (Alliance for Lifetime Income) — the real shape of the number I quoted. 100 Years of U.S. Consumer Spending (BLS, PDF) — where my ninety-percent claim goes to die. China dominates the shipbuilding industry (CSIS) — the correct version of the stat that flabbergasted me. Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 Material World is about six raw materials Sean hedged at "six or seven" and landed on the right one. It's six — sand, salt, iron, copper, oil, lithium — and the US subtitle says so on the cover. 🟢 The new book really is called Trade World Sean: "he's coming out with a new book, which I'm excited about, called Trade World." Correct, and better timed than he knew: Trade World: The Ties That Bound Our Past and Could Unravel Our Future published September 3, 2026 — four days after we recorded. 🟢 The sycophancy numbers Sean put Claude Sonnet at "about 40%" holding a correct answer under pushback, caving "about 20% of the time," with Gemini best and ChatGPT in the middle. Stanford's SycEval: Claude's non-sycophantic rate is 42.6%, its regressive sycophancy — abandoning a correct answer for a wrong one — is 18.3%, and the ranking on that metric is Gemini 9.3%, ChatGPT 14.4%, Claude 18.3%. Three numbers and an ordering, all correct. One asterisk: on overall sycophancy Gemini is the worst of the three — it changes its answer more than anyone, it just changes toward the right one. 🟢 The Planet Money t-shirt, down to the squirrel Sean described the series, dated it at "ten, fifteen years ago," and read the shirt off his own chest. Published December 2, 2013. Cotton from Mississippi, yarn spun in Indonesia, women's shirts sewn in Colombia. And Planet Money's own note on the design: "Squirrel + martini = animal spirits." He left out Bangladesh, which handled the men's shirts. That's the whole correction. 🟡 China's shipbuilding, understated Sean: "last year China alone built more container ships than the US has built since World War Two combined." The real statistic is different on three axes and worse on all of them — per CSIS, China's largest state shipbuilder CSSC alone built more commercial vessels by tonnage in 2024 than the entire US industry has built since the end of WWII. One company, not a country. For scale: of 5,448 large commercial vessels on order worldwide, China holds 3,419 and the US holds three. 🟡 The X algorithm weights Dan rattled off "negative two fifty, negative five hundred" for mute and block against "a like is a plus one," then said don't quote him, they're directionally accurate. He's directionally right and, if anything, too gentle. Published heavy-ranker weights: report −369, block/mute −74, reply +13.5, retweet +1.0, like +0.5. So a block is worth −148 likes and a report −738. Two small slips: the +1 is the retweet, not the like, and bookmarks don't appear in the published weights at all. 🟡 Who actually owns Cursor Sean, on Grok: "with their now, you know, owning Cursor." Right family, wrong entity. SpaceX acquired Anysphere for $60 billion in all stock on June 16, 2026 — four days after its Nasdaq debut. xAI merged into SpaceX back in February, so Grok and Cursor do live under one roof; SpaceX is just the one holding the deed. (For the record: we called this acquisition in Ep 45.) 🟡 Four million boomers retiring a year Sean, citing a Fed president. The 4.1 million figure is real and it's the Peak 65 number — but it counts Americans turning 65 each year through 2027, not retiring. The retirement flow is about half that: Richmond Fed's Tom Barkin, three weeks ago, put the increase in those not in the labor force at "almost 2 million" a year over the last three years. Right number, wrong verb. 🟡 The Jones Act "is not active right now" Not repealed, and not off — but Dan is closer than the flat statement suggests. A waiver that began March 17, 2026 ran 150 days, the longest suspension of Jones Act restrictions ever, and was extended again in August through November 15. It was also narrowed on the way, from 600-plus tariff codes down to 237, mostly petroleum, LNG, and fertilizer. Deflationary in direction, as he said; estimates put the effect at a few cents a gallon. 🟡 A twenty-or-thirty-million-dollar golf course Sean, hedged three ways, and every hedge earned. Alabama's golf facility was approved at $26.1 million — in February 2022 — and finished at $47.75 million. The course opened in October 2024. Nothing new surfaced the week we recorded. 🔴 What Ed Conway actually argues Sean brought the peak-ship post in as a conclusion: we've hit the physical limit, the improvement has flatlined. Conway lays out those constraints faithfully — Suez's 400-metre limit, cranes that can't reach across the beam, draught rather than box count as the real ceiling — and then argues against the thesis. His words: "The main problem with this thesis, though, is that this isn't the first time it's been posited." People said the same before the Emma Maersk in 2006 at 14,770 containers; the MSC Irina now carries 24,346, sixty-five percent more. The post is a warning about betting against shipbuilders, and Sean turned it into a verdict. 🔴 Nine grand to eighteen grand because of Houthis Dan's number is from the wrong crisis. At the July 2024 peak of the Red Sea disruption, Drewry's composite was $5,937 per container and the worst single lane, Shanghai–New York, hit $9,612. The nine is right; the doubling never happened. Rates above $18,000 are real — they belong to the 2021 COVID crunch, when China–US passed $20,000. 🔴 Ninety percent of the budget went to food and housing Sean, on life a
Aug 31

Our Submissions to the Library of Alexandria.

The Horse Hello dear show notes readers! On this week's episode I tell Dan about something that had been haunting me. The events in the Strait of Hormuz feel eerily similar to a story captured 2,800 years ago. I had just seen Nolan's version of The Odyssey and been left with the feeling that Hormuz feels a lot like a modern-day Troy. A trade civilization built on a handful of honor rules. A horse rolled up to the gates. Somebody breaks the one rule that made the whole thing work, and everything that comes after comes through that gap. Dan's answer, which I'm still chewing on: "this sounds like post-World War Two." We came back to Troy twice more. It ends the way it always ends. Rome cleans up. That's the back half of a conversation that starts somewhere much drier. Dan opened by asking what on earth is going on with the Fed and the Treasury, and I did the responsible thing and pretended nothing was happening — thirty-year rates only back at 2007 levels, one arm of the government telling markets to speak freely and the other quietly buying bonds so they don't speak too freely. Then Dan said the quiet part out loud in the best line of the episode: Warsh says let the market speak, and Bessent says not that loudly. There are charts, an argument about whether what Bessent did counts as QE, and a detour on why a thirty-year mortgage is priced off the ten-year note — which I sent straight to the fact-checkers, because I was guessing. Then it turns into a build episode, and Dan makes an argument about agents I haven't been able to shake: you start a new conversation, and the thing knows everything until it knows nothing. It has to be born into existence every time. Which, he points out, is also us — we just happen to run about eighty years, and none of us can checkpoint our context either. That leads to his digital Library of Alexandria, my record store you can walk into on the internet, his rebuild of the whole investment process at Kabu, and the saddest sentence in modern software: all I've got is this little blinking cursor. We close on whether "artificial" is doing any work in "artificial intelligence," and whether a person is allowed to hold two contradictory ideas at once. Reader, we are. Go build something and contradict yourself. Cheers, Sean Books Discussed The Myth of America's Decline by Josef Joffe — Dan's find, on the pile, not yet read. When Reason Goes on Holiday by Neven Sesardić — arrived on Dan's doorstep the day before we recorded, still unopened. The Odyssey and The Iliad by Homer — the spine of the first half. The Republic by Plato — cited, correctly in spirit, on the permanence of nobody wanting to fix the hard thing. Also Discussed Watched / listened: The Odyssey (2026) · Tetragrammaton with Rick Rubin (the Tyler Cowen episode) · Odd Lots · Forward Guidance Tools, platforms, companies: Notion · GitHub · Discogs · Audible · Claude, Codex, Grok · Number One, Boosby, Tara, Saul and Fable (the named agents on both ends of the call) · US Treasury · Federal Reserve · Anthropic · OpenAI · xAI · Kabu Links & References Treasury doubles debt buybacks (CNBC, Aug 19) — the announcement the first act is built on. 30-year Treasury tops 5.33%, a 19-year high (CNBC) — the "levels we haven't seen since '07" number. Warsh's July 29 press conference — full transcript (Federal Reserve, PDF) — the actual "play the ball, not the referee" remarks. The typical US homeowner now stays put about 12 years (Redfin) — the number that beat both our guesses. Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 The 30-year really is back at 2007 levels Sean called it above 5.3%, at levels unseen since '07. It touched 5.33% on August 17–18 — a 19-year high, the highest since 2007. Correct to the decimal, from memory, in the first two minutes. 🟢 The buyback, and the date Sean put it at "middle of the week, August nineteenth." Treasury announced it August 19, raising the maximum operation size to at least $4 billion from $2 billion across 10–30 year maturities. One nuance: the 19th was the announcement. Buying starts September 9. 🟢 Yellen did it first Treasury relaunched its buyback program in May 2024, the first since the early 2000s. This is the load-bearing beam under Dan's "both sides are implicated," which was the whole point of the segment. 🟢 Two book titles, recalled cold, both exact Dan apologized for his pronunciation twice and then got both titles and both authors right. Word for word. 🟢 The Tetragrammaton episode really was last week The Tyler Cowen episode went up August 19 — four days before we recorded. 🟡 "Isn't this QE executed by Treasury?" — "Yes, sir." Buybacks are funded by issuing other debt, mostly bills, so no new money enters the system — a duration swap, closer to Operation Twist. Only the Fed can create reserves. Where we're right, and it's the part that matters: it does pull long duration out of the market. 🟡 "Warsh says 'Let the market speak'" Dan's line is the best six-word summary of Warsh's position anybody's produced, and it isn't a Warsh quote. He actually said: "Market participants are learning to play the ball, not the referee." Same argument, better sentence. 🟡 The seven-year mortgage The one Sean sent to the fact-checkers himself. The ~7-year average life is real — it's the prepayment convention that makes mortgage-backed securities trade off the 10-year rather than the 30-year, which is exactly why Dan's pricing point is correct. But homeowner tenure has stretched to about 12 years. Right convention, right conclusion, stale number. 🟡 Who came out of the horse, and who cleaned up after Not "the Spartans" — the force was Achaean broadly, Odysseus leading under Agamemnon. And Troy's destruction layer sits around 1180 BC; Rome's founding is 753 BC, four centuries later, with Archaic Greece rebuilding first. The Troy-to-Rome line is the Aeneid's — myth doing exactly the job we'd spent five minutes describing. 🟡 Something extra in the communion wine That's Brian Muraresku's The Immortality Key — a real argument that got a real hearing, not the consensus of classicists. Sean hedged twice, which is the right amount. 🟡 Revolutions start with the elites Well supported in direction (Crane Brinton's "desertion of the intellectuals," Peter Turchin's elite overproduction). The crisp 2%-envying-1% version isn't from anywhere in particular. 🔴 Why universities are called universities Sean: "the repository of universal knowledge." Lovely. Wrong. From universitas magistrorum et scholarium — "the whole body of masters and scholars." Universitas meant a guild. The original university was a labor union with better robes. BONUS — "Nevin Sicerdic" is Neven Sesardić, roughly SEH-sar-ditch. And the new Congress is sworn in January 3, not February, which costs Dan a month of his narrative-control window. Final Score: 5 green, 6 yellow, 1 red Two guys who told you in the first minutes they weren't masters of the Fed did considerably better on the Fed than on the Greeks. The universities one is going to sting for a while. Chapters 00:00 - Cold Open: Which Takes Us Back to Troy 00:22 - What's Going On With the Fed and Treasury 01:59 - Bessent Buys Bonds, and the Midterm Math 03:53 - Is Hormuz a Modern-Day Troy? 06:40 - The Odyssey on IMAX, and What Survives Translation 09:23 - The Non-Rational Thing People Are Clamoring For 12:35 - Chart Time: The Three Rates That Matter 13:58 - The 30-Year Hits Levels We Haven't Seen Since '07 14:25 - August 19: QE by Another Name? 15:36 - Why a 30-Year Mortgage Is Priced Off the 10-Year 17:50 - Warsh Says Let the Market Speak. Bessent Says Not That Loudly. 19:45 - The Myth of America's Decline 21:02 - Where Revolutions Actually Start 24:12 - Precedent Is the Real Damage 28:36 - Every New Chat Is a Person Born Into Existence 31:00 - Building the Digital Library of Alexandria 36:09 - A Record Store You Can Walk Into 40:22 - Number One, Notion, and the Schema Problem 41:58 - Mr. Claw's Gone Lazy: Going Model-Agnostic 45:56 - Why Most People Still Use It Like Google 47:26 - Tetragrammaton, Tyler Cowen, and Why Prompts Matter Again 49:45 - Rebuilding the Kabu Investment Process 52:57 - Commenting Regimes and Boosby the Code Janitor 55:19 - It's Not Artificial Intelligence, It's Intelligence 57:39 - Go Build Something and Contradict Yourself
Aug 24

Roll Your Own Problems

The 7:30 PM Tuesday Problem Hello dear show notes readers! This one starts with a website. I spent a good chunk of the weekend finishing the rebuild of Howard Home Realty — Lindsay Howard's brokerage — and it went live the morning we recorded. Twenty to twenty-five hours all in, about ninety-five percent of it alongside an AI tool. Dan, being Dan, immediately turned my little side project into a tip that's going to change how I work: go extend your Claude Code transcript retention before the thing quietly auto-deletes, then mine all of it into a repeatable playbook for the next time. Audit trail first, tooling second. From there we get to the meat. Dan fired a software vendor this week and he's building the replacement himself. So we've both got a build project going, and we spend a while circling the same caution from opposite ends. It is a genuinely great moment to roll your own solutions, and you want to be very careful about rolling your own problems. Otherwise, on some Tuesday at 7:30 PM the thing breaks, it's yours, and there's nobody else to call. Then Dan asks me whether AI is a deflationary technology, and I fumble it live. I'm leaving the fumbling in, because I think I talk myself into his answer over about three minutes and that's more useful than if I'd just nodded along. He gets there in one sentence — you get more for less, period — and the carve-out he adds forty minutes later is the part I've been chewing on since: deflationary everywhere except the one place all the money is currently going. The back half turns to a soft jobs print, a read on the new Fed chair with the politics stripped out, and Dan asking the question of the episode: what is actually inside the manufacturing number? If Meta is out there training electricians and plumbers to build data centers, is manufacturing coming back in a shape our statistics structurally cannot see? He handed that one to Claude on the record, and the answer is in the fact-check below. I'll spoil this much — his instinct was right and his follow-up guess was not, which is a very Dan way to go two-for-one. We land somewhere I keep circling back to, which is that a thing can be the best outcome in the long run and genuinely painful in the short one, and that being honest about is the best way to face it. Cheers, Sean Go out, build something this week. Tools & Platforms Mentioned Claude / Claude Code — the ninety-five percent of the Howard Home Realty build Cowork — including the mobile release that obsoleted a handful of tools I'd built to do the same job Claude Tag — Dan's been using it in one of his businesses, and it's the jumping-off point for the lock-in conversation Claude Fable — token appetite, orchestration, and hashtag skill issue Codex — Dan's on-the-go workhorse, and also the thing building UIs nobody asked for GitHub Copilot — my underwhelming work experience with it Buzz — Jack Dorsey's agent-native group chat workgroove.ai — work governance and auditability across humans and agents HQ — shared-context layer across coding agents Squarespace — the before picture Google Search Console / Google Analytics / Google Cloud — everything Squarespace was quietly doing for me IDX / MLS — the real-estate listing plumbing that was broken on the old site Epic Systems — Dan's example of why healthcare AI is a slower story X / Twitter bookmarks — Dan's over-stuffed information surface, and the raw material for his ingestion engine Companies Discussed Anthropic · OpenAI · Microsoft · Meta · Block · Google · Squarespace · Epic Systems · Goldman Sachs · Morgan Stanley · workgroove.ai · HQ · Howard Home Realty Links & References Howard Home Realty — Lindsay Howard's brokerage, live as of the morning we recorded. This is the cross-link I promised her on air. The before-and-after case study — on our own hosts page, if you want to see what twenty-five hours actually bought. Meta: America's Workforce Academy — the electrician-and-plumber training program Dan was describing, announced two months before we recorded. BLS Employment Situation — the July report, released two days before this conversation, and the reason Dan opened with "bad job numbers." FOMC press conference transcript, July 29, 2026 — Warsh in his own words, including the AI-capex-is-raising-prices line that undercuts our read of him. Claude Code data usage and retention — the cleanupPeriodDays setting behind Dan's tip. Default is 30 days; zero disables cleanup entirely. Introducing Claude Tag — what Dan's been testing. Jack Dorsey's Buzz — the Slack-killer with agents as first-class citizens. workgroove.ai and HQ — the two tools Dan named for making human-and-agent work legible. Philippine Statistics Authority, April 2026 labor force survey — where my eleven percent went to die. Why K-12 enrollment is declining — the demographic story under the elementary school closures. Unqualified Fact-Check 🔍 We said some things. Here's how we did. 🟢 = Nailed it | 🟡 = Close enough | 🔴 = Whiffed it 🟢 The jobs print really was bad — worse than Dan said, actually Dan opened the macro half with "bad job numbers, unexpectedly low." He undersold it. The July employment report, released August 7 — two days before we sat down — showed nonfarm payrolls fell by 23,000, against a consensus expecting somewhere around +83,000 to +95,000. That's a miss of more than a hundred thousand jobs, and it wasn't a slow month, it was an outright decline. May and June got revised down by a combined 103,000. Unemployment ticked down to 4.1%, but only because people left the labor force rather than because anyone was hiring. Full marks, and then some. 🟡 "We added two hundred ninety five thousand jobs" Dan, reaching for the print that busted the recession narrative. No month in 2025 or 2026 came in at 295,000. The closest real narrative-buster was December 2024 at +256,000; the best 2026 candidate is March at +178,000, which the House Budget Committee chair described as "triple expectations." The phenomenon Dan is describing absolutely happened — the hive mind kept calling for weak prints and kept getting embarrassed. The specific number is a composite of a memory. 🟡 Philippine jobs are up eleven percent quarter over quarter Me, on something I'd seen that morning and explicitly flagged I hadn't read closely — which turns out to have been the right instinct. Philippine Statistics Authority numbers show employment going from 47.94 million in January to 48.89 million in April 2026, which is about two percent, not eleven. Year over year it's roughly half a percent, and the less flattering details are that unemployment actually rose from 4.1% to 4.7% and underemployment worsened. But there's a real kernel here: the BPO and IT-BPM sector grew about four percent in 2025 to roughly 1.9 million workers, which genuinely does violate the "AI guts outsourcing" story. Right narrative, invented number, partial credit for hedging. 🔴 Warsh is riding a deflationary AI wave Dan: "He's pro AI productivity. We've got a huge deflationary force on the horizon… things are kind of moving in his direction." That was true of the Warsh who hadn't been confirmed yet — the "structurally disinflationary" framing dates to around December 2025, before he had the job. As Chair he's said close to the opposite, twice, on the record. Senate testimony July 15, asked whether AI would raise measured prices over the next twelve months: "I suspect it will." Press conference July 29: "The business capex boom, for example, is driving up prices of memory and logic chips and associated AI infrastructure." He has held rates at 3.50–3.75% at both of his meetings and took three dissents in July — Hammack, Kashkari and Logan, all of them hawkish, all wanting a hike. And after the bad print, markets knocked down September hike odds without ever pricing a cut above roughly one percent. Where Dan is right: the cagey-and-not-communicating narrative is real and well documented, from CNBC's "more opaque Fed" to the Washington Post's "the new Fed chair won't tell you what he thinks" to Bloomberg's "left investors baffled." It's the deflation read that's a year out of date. 🟢 Meta is training electricians and plumbers Dan nailed this one down to the framing — that it's Meta building its own jobs program, and that a company that has been engineering its own servers for years saying this out loud "says a lot." It's called America's Workforce Academy, announced June 8, 2026: $115 million in year one, a free five-week program covering tuition, housing and a daily stipend, NCCER credentials, and a job guarantee for graduates. Electricians, plumbers, welders, fiber techs, data-center techs. Pilots in Baton Rouge, Columbus, Indianapolis and Houston, explicitly tied to Meta's roughly $600 billion US data-center buildout through 2028. Meta calls it the largest private-sector skilled-trades commitment with a job guarantee in American history. Dan also wasn't wrong that this isn't unique — BlackRock announced a comparable ~$100M trades investment in March. 🟢 The trades don't show up in the manufacturing number — the question Dan handed to Claude on air This was the best question of the episode: is "manufacturing coming back in a different way" invisible in the official number because the work is landing in the trades? Yes, and it's definitional rather than arguable. Manufacturing is NAICS 31–33 — establishments that physically fabricate things, which is where a chip fab or a server plant lands. Electrical contractors are NAICS 238210 and plumbing and HVAC contractors are 238220, both sitting inside Construction, NAICS 23. Once the data center is actually running, its own staff fall under NAICS 518210, inside the Information sector. So a crew wiring a hyperscale campus can never appear in manufacturing payrolls, no matter how m

4.8

out of 5

4 Ratings

A Podcast for a More Reasonable Tomorrow

Creator

Sean Filipow and Daniel Hatke
Years Active

2024 - 2026
Episodes

62
Rating

Explicit
Copyright

© 2024
Show Website

Unqualified Advice