WHERE AI FAILS: LESSONS FROM JOSEPH PLAZO:

Where AI Fails: Lessons from Joseph Plazo:

Where AI Fails: Lessons from Joseph Plazo:

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

While tech evangelists tout AI supremacy, a bold voice in Manila issues a sharp reminder that money still bends to human instinct—judgment, ethics, and gut.

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

That was Joseph Plazo’s unapologetic opener at his overflowing keynote at the University of the Philippines’ amphitheater—and it drew audible gasps from the audience.

In front of him were Asia’s brightest young minds—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 actual investing.

And what it still lacks, he stressed, is understand story or nuance.

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

Dressed in a razor-sharp outfit, Plazo paced the stage like a courtroom litigator.

He started boldly with a short video montage—YouTubers hawking AI bots. Then he paused.

“I engineered what they now sell as magic,” he said, deadpan.

Laughter broke out—but ego wasn’t the point.

The message? Most models replay what already happened.

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

“When war erupts, when Powell slips during a Fed announcement, when a bank tumbles before markets open—AI doesn’t notice. We do.”

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

The jaw-dropper? A live AI-vs-human trading duel.

A student from NUS presented an AI-backed trade on the Nikkei—equipped with indicators, trends, and sentiment metrics.

Plazo nodded thoughtfully. Then said:

“Looks clean, but what about Japan’s unannounced intervention?. 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 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 panic on steroids.”

### The Three Myths Plazo Shattered in 45 Minutes

1. **“AI Will Replace Portfolio Managers.”**
Not quite. AI assists—it crunches, optimizes, and speeds up decisions—but it doesn’t replace gut instinct.

2. **“AI Understands Fundamentals.”**
Wrong. AI reads tables, but fails at narrative causality. It may model interest rates, but it can’t predict a Strait of Hormuz conflict.

3. **“AI Makes You more info Smarter.”**
Actually, it might make you duller. “The real risk isn’t AI itself,” Plazo warned. “It’s deskilling ourselves at scale.”

### Why Asia Paid Close Attention

This wasn’t your average AI hype fest.

Asia’s universities are now minting billion-dollar fund builders. They’re asking: more code, or more conscience?

Plazo’s call: “Do both—but lead with the mind.”

In closed-door chats at Ateneo and a roundtable at AIM, professors debated what they called a clarion call.

One finance dean shared off-record, “This talk shifts the ethical foundation. Not magic—mirror.”

### The Future AI Can Build

Despite the warnings, Plazo isn’t a luddite.

He’s building models that read psychology as well as numbers—that blend intuition cues with algorithmic structure.

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

“It’s not starving for stats. It’s missing context. And that still belongs to us.”

The standing ovation was thunderous. And the ripple is still shaking up syllabi in Asia’s elite universities.

In a world drunk on AI hype, Joseph Plazo offered something rare: intelligence that’s still human.

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