Where AI Fails: Lessons from Joseph Plazo:

A Wake-Up Call from Manila’s Leading AI Strategist

As machines increasingly shape markets, a defiant voice in the Philippines’ capital reminds us what money still listens to—judgment, ethics, and gut.

“AI won’t make you rich. But it will amplify your errors at scale.”

That was the blistering opener at his jam-packed keynote at the University of the Philippines’ main forum—and it hit the crowd like a whipcrack.

Facing him were hundreds of future fund managers and technologists—rising economists, AI researchers, and budding asset managers from Asia’s top universities.

Plazo—venture strategist, AI architect, and CEO of Plazo Sullivan Roche—delivered a dose of realism on what AI delivers—and fails to grasp in real-world investing.

And what it still lacks, he stressed, is think like a human.

### Beyond the Hype: Investing in the Age of Overpromised Intelligence

Dressed in a bespoke ensemble, Plazo moved like a cross between preacher and prosecutor.

He opened fire with a short video montage—clips of online traders pushing miracle machines. Then he paused.

“I created the model they ripped off,” he said, matter-of-fact.

Laughter followed—but that wasn’t the punchline.

The message? Most models replay what already happened.

“You can’t outsource principles. AI doesn’t believe in a trade—it echoes what already happened.”

“When war unexpectedly explodes, when Powell frowns during a Fed announcement, when a bank implodes overnight—AI doesn’t notice. That’s where we come in.”

### The Students Who Challenged Him—and Got Schooled

One unforgettable moment? A battle of brains and bots.

A student from NUS presented an AI-backed trade on the Nikkei—technically solid, sentiment-scanned, and data-rich.

Plazo studied it. Then said:

“Good. But you missed the BOJ’s stealth bond buy this morning. Your AI doesn’t sense the bluff. It scans headlines.”

The audience shifted. The student shrugged. Then: applause.

Another moment: A robotics PhD from Kyoto asked if quantum computing would render all more info current models useless.

Plazo’s answer? “Yes—and no. Infinite processing won’t fix human incentives. Train an AI on fear, and it’ll become a chaos machine.”

### The Three Myths Plazo Shattered in 45 Minutes

1. **“AI Will Replace Portfolio Managers.”**
False. AI augments—it crunches, optimizes, and speeds up decisions—but it doesn’t see through fog-of-war events.

2. **“AI Understands Fundamentals.”**
Wrong. AI interprets numbers, but can’t see through diplomatic posturing. It may model interest rates, but it can’t predict a Strait of Hormuz conflict.

3. **“AI Makes You Smarter.”**
Actually, it might weaken your edge. “AI won’t kill you—but your laziness might,” Plazo warned. “It’s deskilling ourselves at scale.”

### Why Asia Paid Close Attention

This wasn’t a TED-style pep talk.

Asia’s universities are now launching the next generation of quant leaders. They’re asking: more code, or more conscience?

Plazo’s call: “Harness tech, but stay human.”

In closed-door chats at Ateneo and a roundtable at AIM, professors absorbed what they called a sobering perspective.

One finance dean privately told Forbes, “Joseph might have rebooted our entire AI syllabus. Not magic—mirror.”

### The Future AI Can Build

Despite the warnings, Plazo isn’t a luddite.

He’s building multi-signal trading engines—that blend intuition cues with algorithmic structure.

His stance? “Let AI drive—but you steer. Don’t go on autopilot.”

“AI doesn’t need more data. It needs discernment. And that still belongs to us.”

The crowd rose as one. And his message is still echoing in Asia’s finance incubators.

In a world drunk on AI hype, Plazo gave the crowd what AI can’t: humanity.

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