The Algorithm & The Fall

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They call it Citrini. Sounds like a citrus fruit gone bad. A research firm, run by a fellow named van Geelen. He has a knack for spotting the angles, the shifts before the pigeons even feel the wind change. Lately, he’s been looking at AI, and what he sees isn’t rainbows and unicorns.

Citrini put out a report, more of a warning, really. Written as if it’s already happened. 2028. The market’s taken a dive, a proper one. Thirty-eight percent gone, vanished into the digital ether. They’re calling it a scenario. Smart men use soft words when they’re talking about disaster. But the numbers don’t lie. And this one feels… plausible.

The post hit X like a stray bullet. Twenty-eight million views. Enough to make the algorithms twitch. It even rattled the market a bit, a tremor before the quake. That’s the thing about these reports. They don’t cause the trouble, they just point out the cracks already there.

The White-Collar Blues

The core of it is this: AI isn’t just making things faster. It’s changing the rules. Creating a feedback loop that’s less about progress and more about subtraction. They’re building agents, AI that can do. Develop software, write code, handle the grunt work that used to keep a lot of people employed. And when the machines are doing the work, the people… aren’t.

It’s not just the coders, either. AI is moving into everything. Commerce agents that will sniff out the best deals, the lowest insurance rates. They’ll be efficient, brutally so. The problem is, a lot of businesses thrive on inefficiency. On subscriptions people forget to cancel, on hidden fees, on the fact that most folks don’t have the time or the inclination to shop around. That’s where the money is. And when the machines eliminate that waste, something’s gotta give.

Think insurance. Those renewal notices that arrive like clockwork. The agents will switch you over to the cheapest option before you even think about it. Real estate agents? Redundant. They’ll be looking at stablecoins, cutting out the middleman, bypassing Visa and Mastercard. It’s clean, efficient. And it leaves a lot of people out in the cold.

The trouble is, all those fees, all that inefficiency, that’s what pays the salaries. And when the machines automate the research, the pricing, the entire process, those jobs disappear. The report had a line that stuck with me: “The company that sold workflow automation was being disrupted by better workflow automation, and its response was to cut head count and use the savings to fund the very technology disrupting it.” It’s a cold equation. Protect the margins. Cut the cost. And the biggest cost is always the people.

And those people, the white-collar workers, they spend money. A lot of it. Seventy percent of the U.S. GDP is fueled by consumer spending. So, when the unemployment rate surges, that spending dries up. Defaults rise. Even the high-income folks with the jumbo mortgages start to feel the pinch.

Citrini predicts the S&P 500 (^GSPC +0.04%) will fall by thirty-eight percent. But the real damage won’t show up in the official numbers. They’re talking about “Ghost GDP,” productivity gains that mask the underlying decay. It’s a neat trick, making it look like everything’s fine when it’s quietly falling apart.

A Game of Shadows

Look, it’s a scenario. A thought experiment. But it’s a plausible one. And the productivity angle… that’s real. We’re already seeing it in the labor market. Nobody’s hiring, nobody’s firing. Unemployment is low, but something feels… off. These AI models can churn out complex spreadsheets in seconds. Think about the tasks, the jobs that can be streamlined, replaced. It’s a quiet revolution, happening right under our noses.

There’s also the question of resources. The power grid. Can we actually support all this computing? And when the economy is driven by consumer spending, a decline there… well, it’s a long road down. It could send us into a deflationary spiral, where prices fall, profits shrink, and everyone holds their breath.

The future is a murky business. Predicting it is a fool’s errand. Even if you get it right, the journey will be different than you expect. Think back five years. Could anyone have predicted any of this? The world throws curveballs. It always does.

But the threat of AI is real. It’s not about robots taking over the world. It’s about efficiency. About automation. About a system that prioritizes profit over people. And Citrini’s report, it’s a wake-up call. A cold, hard look at the challenges ahead. It’s a scenario, yes. But it’s one we need to start taking seriously.

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2026-03-03 08:22