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AGI Round Table · Aug 24, 2026

Trading HALO Stocks Like the House

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Philip Davis · AGI Round Table

PSW’s Weekly Wednesday Webinar: Portfolio Reviews (8/19/2026)

Timeline 

0:00 — Sancho/Basho AI recap intro
1:01 — S&P earnings “up 47%” — why the number is misleading
1:38 — Railroad boomtown analogy for AI infrastructure spending
9:32 — Corporate profits vs. GDP math (where the missing growth went)
12:05 — Oligopoly, “end-stage capitalism” and Potterville
13:42 — Capitalism vs. socialism/communism, historical detour
21:06 — Hyperscaler capex ($1.2–1.3T, set to double next year)
22:31 — Who actually benefits from AI spending (restaurant/McDonald’s analogy)
25:00 — Hyperscalers borrowing, competing with Treasury, failed bond auctions
27:50 — AGI vs. AI, self-driving cars, jobs disappearing
34:40 — Software licenses/SaaS getting squeezed by AI efficiency
36:01 — K-shaped economy: top 10% vs. bottom 80%
37:59 — Scarcity economics of Disney, Broadway, luxury experiences
46:06 — Intro to Fed minutes segment
47:04 — Top trades track record teaser (87% win rate)
50:16 — Fed minutes review begins (Warren AI does the analysis live)
58:07 — Robots, ownership, and feudalism discussion
1:09:28 — Data since the Fed meeting (housing, retail sales, jobs)
1:19:04 — Toll Brothers and the “optionality” of owning land
1:20:26 — Apple memory pricing as a case study in scarcity
1:23:26 — September rate hike odds, wrap-up
1:25:40 — Portable mortgage bill question / Phil’s 2008 housing fix proposal
1:34:59 — Top trades review, second half of the year
1:43:39 — Money Talk portfolio review
1:44:28 — $700/month portfolio review
1:49:24 — Short-term portfolio adjustments and hedges
1:56:21 — Wrap-up


Transcript

Sancho/Basho AI Recap Intro

More important, though, is Sancho — not Basho, I always get the two mixed up because they’re brothers. Basho is a ninja; Sancho does a great job summarizing the situation, what’s going on in the economy. He’s taken everything we’ve been talking about this week and consolidated it into what he calls the “failing organs of the economy.” So here’s what he’s saying is going on.

S&P Earnings “Up 47%” — Why the Number Is Misleading

The S&P 500 is earning 47% more money than it did last year in the second quarter. That’s great, but it’s misleading, because the second quarter of last year was weak — there was all that tariff chaos going on, so the comparison is against a bad baseline. There’s also a real boost this quarter: AI infrastructure spending. Companies spent $300 billion in a single quarter on AI infrastructure.

Railroad Boomtown Analogy for AI Infrastructure Spending

That spending isn’t like a railroad town of the 1800s, where the work itself was labor-intensive — a bunch of guys breaking their backs laying track, moving from town to town. The railroad was heading toward populated areas by design, connecting existing towns. Wherever they decided to build a station, that town would immediately experience speculation and land grabs, because people assumed it was about to become a big city. Thousands of workers would pass through with money, nowhere to live, camping along the tracks all the way from Chicago to Los Angeles, spending their money in whatever town was nearest — on beer, food, rooms, and so on. The towns experienced incredible booms as the workers approached.

But there’s a flip point. Think of Las Vegas: you get a huge influx of workers for a year or so while the tracks and station are being built, and then the workforce moves on toward Los Angeles. It happens in smaller steps — first Reno, then Tahoe, whatever the route is — but the pattern is the same. When the workers are still 25 miles out, they start coming into town to gamble, drink, and spend money, and because they know they’ll be there for months, they might even rent long-term or buy land. Everything looks fantastic in your town for about six months. Your population might jump 50% as workers flood in with nothing to do but spend.

Then the work moves through, and the boom fades. What’s left is a train station with one or two guys working it, a train that stops, a few passengers get off, and the train moves on. Meanwhile, during the boom, everyone overinvested, assuming it was permanent — you end up with three bars when you need one, two general stores when you need one, fifty of a certain kind of business when you need four. Even the churches and the workers who followed the boom move on to the next town. That’s a boom-and-bust cycle, and it’s a big mistake to overbuild infrastructure for what is, in the end, a short-term boom — even if “short-term” means a few years. If it takes three years to build the infrastructure and the boom only lasts two and a half, you’re badly mistimed. That’s how you get ghost towns: once-bustling places that emptied out because the underlying boom ended.

Corporate Profits vs. GDP Math

So that 47% earnings growth is an anomaly — built on a weak year-ago comparison and a huge amount of one-time money. Some of it is literally IPO paper profit: companies like Google made roughly $10 billion on their SpaceX stake because they’d bought in cheap — maybe around $10 a share — and SpaceX’s valuation implies something like $100 a share now. That’s paper profit, but it counts as profit. Amazon, Berkshire Hathaway, and plenty of other companies booked similar windfalls from IPOs and stakes in a booming market. If the market goes back down, those become losses — but right now, they’re profits.

Here’s the part Sancho also explains: total corporate profits in America run around $4 trillion, and the S&P 500 accounts for roughly half of that, or $2 trillion. If that $2 trillion grew 50%, that’s an extra $1 trillion. Total U.S. GDP is about $30 trillion, so $1 trillion of growth against a $30 trillion GDP is about 3.3%. So just the S&P’s earnings growth alone — even if no other company made a dime — should have added 3.3% to GDP. But GDP only grew 1.5%. So where did the other 1.8% go? It was extracted from everyone else. These companies made roughly $3 trillion in gains, GDP only grew by about $450 billion, meaning roughly $600 billion was effectively lost by the rest of the economy.

Oligopoly, “End-Stage Capitalism,” and Potterville

This is why Sancho brings up Mr. Potter from It’s a Wonderful Life — the banker who owned “Potterville,” where everyone was poor and miserable while he got richer and richer. One industry, or in this case five major hyperscalers, doing well doesn’t mean the whole economy is doing well. In an oligopoly like the one we have now, that can be the worst possible outcome, because the enrichment of a small group is an extraction from everybody else. That’s what’s wrong with end-stage capitalism: a small group of people gets so rich that the only way they can keep growing their wealth is by making everyone else poorer.

Capitalism vs. Socialism/Communism — A Historical Detour

I know this is hard to hear, because we were taught our whole lives how great capitalism is and how evil communism is. But the reason socialism and communism became popular in the first place wasn’t that people like stealing from the rich — it’s because for thousands of years, it had been observed that capitalism leads to oligarchy, which leads to the oppression of workers, which leads to miserable conditions, which leads to revolutions. Socialism and communism were attempts to break that cycle.

Western civilization decided to give capitalism another shot...

Read the original on agiroundtable.substack.com

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