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548: AI Is About to Trigger an Energy Crisis Most People Don’t See Coming

Wealth Formula Podcast

Release Date: 03/01/2026

553: How To Think about Taxes show art 553: How To Think about Taxes

Wealth Formula Podcast

If you’re paying a ton in taxes right now… it’s because you’re playing the wrong game. Most people think taxes are about income. They’re not. They’re about behavior—more specifically, incentivizing behavior. The government is constantly telling you what it wants through the tax code, and once you stop looking at it emotionally, it’s actually pretty obvious. It wants businesses. It wants jobs. It wants housing. It wants capital deployed in specific areas like energy and infrastructure. And when you do those things, it rewards you with lower taxes. Now contrast that with the...

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552: The Inflation Spike Everyone Will Misread show art 552: The Inflation Spike Everyone Will Misread

Wealth Formula Podcast

This week, you’re going to start hearing a familiar narrative again… “Inflation is back.” And on the surface, it’s going to look true. The next CPI print is very likely to come in hotter than expected. We’re already seeing it in real-time data like Truflation. Energy prices have surged, and because energy feeds directly into headline CPI, it’s going to push that number up—fast. But here’s the problem… That’s not the whole story. Energy is notoriously volatile, which is why the Fed focuses more on core inflation—stripping out food and energy. But even core isn’t immune...

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551: Entrepreneurship Built for A Students? show art 551: Entrepreneurship Built for A Students?

Wealth Formula Podcast

Most people assume a high income leads to wealth. Sometimes it does. But more often, it leads to a very comfortable lifestyle that depends on getting paid dollars for hours. There’s nothing wrong with that. For many people, the best path is to keep doing what they do well and invest their income into real estate and other real assets. That alone can create significant wealth over time. But if you look at the people who build outsized wealth, there’s usually another element involved—they own something that scales. The key difference isn’t how hard they work. It’s what they own that...

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550: The Only Economists Worth Listening to Right Now show art 550: The Only Economists Worth Listening to Right Now

Wealth Formula Podcast

If you spend enough time listening to economists, you’ll notice something interesting. They rarely agree. Over the years on the Wealth Formula Podcast, I’ve interviewed economists from across the spectrum—Keynesians, Austrians, monetarists, market practitioners, academics. Some are bullish about the next decade. Others are extremely pessimistic. But there’s one thing that almost all of them have agreed on in private conversations. The entire economic outlook changes if artificial intelligence dramatically boosts productivity. And that possibility is no longer theoretical. The Latest...

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549: You’re Successful… Until You’re Not — with Rod Khleif show art 549: You’re Successful… Until You’re Not — with Rod Khleif

Wealth Formula Podcast

I recently had a long conversation with a very successful professional. He’s 58 years old. Highly educated. Respected in his field. Financially sophisticated — in fact, his job depends on understanding money. If you looked at his résumé, you would assume he was completely set for life. He wasn’t. A couple of bad investments. Some concentration risk. A few decisions that looked reasonable at the time. And suddenly he’s essentially back at ground zero — trying to start a new business at 58. This story is far more common than people realize. The Dangerous Assumption is that many...

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548: AI Is About to Trigger an Energy Crisis Most People Don’t See Coming show art 548: AI Is About to Trigger an Energy Crisis Most People Don’t See Coming

Wealth Formula Podcast

There is one truth that has followed every major technological revolution in human history. Energy demand always rises to meet technological capability. When we industrialized, coal consumption exploded. When we built the modern transportation system, oil demand reshaped global geopolitics. When we entered the digital age, electricity quietly became the backbone of the global economy. And now we are entering the AI era. What most people don’t appreciate is that AI is not just a software revolution. It is an electricity revolution. Training a single advanced AI model can consume as much...

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547: Home Ownership: The Good, The Bad, and The Ugly show art 547: Home Ownership: The Good, The Bad, and The Ugly

Wealth Formula Podcast

There’s a moment most high-income professionals remember clearly. It’s when the first real money finally starts coming in. If you’re a doctor, it’s when you finish residency training. And almost immediately, the world starts whispering in your ear: “It’s time to buy a house.” Not just any house. The nicest house the bank says you can afford. And that’s where people unknowingly sabotage one of the most powerful wealth-building windows of their entire lives…by becoming house poor. You see, the bank is not qualifying you based on what will make you wealthy. They’re qualifying...

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546: A Review of Retirement Account Strategies show art 546: A Review of Retirement Account Strategies

Wealth Formula Podcast

At some point in a successful career, taxes quietly become your largest expense. Not housing. Not lifestyle. Not investing losses. Taxes. And unlike most expenses, they grow automatically as your income rises — unless you deliberately structure around them. You know that my favorite means of tax mitigation is through investing in real assets like real estate and operating businesses.  That approach has been the backbone of my own strategy for years — taking active income and redirecting it into assets that generate cash flow while providing meaningful tax advantages. I’ve also...

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545: Should You Invest in Hotels? show art 545: Should You Invest in Hotels?

Wealth Formula Podcast

For most of my career, I’ve been focused on two things: Operating businesses and Multifamily real estate. The strategy has been pretty simple. Take money generated from higher-risk, active businesses… and move it into more stable, long-term assets like apartment buildings. That shift—from risk to stability—is how I’ve tried to build durability over time. Now, to be fair, the sharp rise in interest rates a few years ago put a dent in that model. But zooming out, it’s still worked well for me overall. So I’m sticking with it. That said, there are other ways to think about real...

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544: Why the Sahm Rule Matters — and Why the Big Picture Matters More show art 544: Why the Sahm Rule Matters — and Why the Big Picture Matters More

Wealth Formula Podcast

This week’s episode of Wealth Formula features an interview with Claudia Sahm, and I want to share a quick takeaway before you listen — because she’s often misunderstood in the headlines. First, a quick explanation of the Sahm Rule, in plain English. The rule looks at unemployment and asks a very simple question: Has the unemployment rate started rising meaningfully from its recent low? Specifically, if the three-month average unemployment rate rises by 0.5% or more above its lowest level over the past year, the Sahm Rule is triggered. Historically, that has happened early in every U.S....

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There is one truth that has followed every major technological revolution in human history.

Energy demand always rises to meet technological capability.

When we industrialized, coal consumption exploded.

When we built the modern transportation system, oil demand reshaped global geopolitics.

When we entered the digital age, electricity quietly became the backbone of the global economy.

And now we are entering the AI era.

What most people don’t appreciate is that AI is not just a software revolution. It is an electricity revolution.

Training a single advanced AI model can consume as much electricity as tens of thousands of homes use in an entire year. And once trained, these models continue to run inside data centers filled with specialized hardware operating 24 hours a day.

A single large AI data center can require over 1 gigawatt of power. To put that into perspective, that’s enough electricity to power roughly 700,000 homes. One building consuming the equivalent of a major city.

Now consider that companies like Microsoft, Google, Meta, and Amazon are planning dozens of these facilities.

Suddenly, you begin to see the scale of what’s happening.

Even individual AI queries consume more power than traditional computing tasks meaningfully. One estimate suggests an AI query can use roughly 10 times the electricity of a traditional search query. That difference seems trivial until you multiply it by billions of interactions per day.

This is why, for the first time in decades, electricity demand in the United States is accelerating again.

For nearly 20 years, electricity demand was relatively flat. Efficiency gains offset economic growth. But AI, electrification of transportation, and domestic manufacturing are reversing that trend.

And here’s where the story becomes even more interesting.

China understands this.

China is building power infrastructure at a pace that is difficult to comprehend. They are adding entire national-scale power capacity every few years. In 2023 alone, China added more new coal power capacity than the rest of the world combined. At the same time, they are installing solar and wind at record rates, becoming the global leader in renewable deployment.

They are not choosing one energy source.

They are choosing all of them.

Because they understand that energy availability determines technological leadership.

Meanwhile, in the United States, building new power plants and transmission infrastructure can take a decade or more due to regulatory hurdles, permitting delays, and political resistance.

This creates a very real risk.

The country that can generate the most reliable, scalable energy will have a structural advantage in AI, manufacturing, and economic growth.

Energy is becoming the limiting factor.

And whenever something becomes a bottleneck, investment opportunities emerge.

We are entering a period where trillions of dollars will be spent on power generation, grid modernization, nuclear energy, solar, battery storage, geothermal, and technologies that most people have never even heard of.

Some of the biggest fortunes of the next decade will likely be tied directly or indirectly to solving this energy constraint.

In today’s episode, we explore alternative energy sources, the challenges we face, and the technologies that may power the future.

Because understanding energy is no longer optional if you want to understand where the world is going.

And as investors, those who see these shifts early have the opportunity to position themselves ahead of the crowd.