Where AI Fails: Lessons from Joseph Plazo:
Where AI Fails: Lessons from Joseph Plazo:
Blog Article
Human Intelligence Still Wins in Finance’s Final Frontier
As machines increasingly shape markets, a defiant voice in the Philippines’ capital reminds us what money still listens to—judgment, ethics, and gut.
“Artificial intelligence won’t hand you fortune. But it will amplify your errors at scale.”
That was Joseph Plazo’s blistering opener at his jam-packed keynote at the University of the Philippines’ main forum—and it drew audible gasps from the audience.
In front of him were the region’s next-gen economists and AI thinkers—portfolio hopefuls, quant researchers, and finance scholars from leading institutions across Asia.
Plazo—CEO of a firm at the intersection of AI and capital—delivered a roadmap on what AI offers—and where it falls short in real-world investing.
And what it misses, he stressed, is replace your instinct.
### 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 built the system they copied,” he said, matter-of-fact.
Laughter followed—but that wasn’t the punchline.
The message? Most AI is built on hindsight.
“You can’t outsource guts. AI doesn’t believe in a trade—it mirrors what already happened.”
“When war unexpectedly explodes, when Powell coughs during a Fed announcement, when a bank implodes overnight—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 click here metrics.
Plazo nodded thoughtfully. Then said:
“Looks clean, but what about Japan’s unannounced intervention?. Your AI doesn’t see the invisible. It reads tweets.”
The audience murmured. 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 a chaos machine.”
### The Three Myths Plazo Shattered in 45 Minutes
1. **“AI Will Replace Portfolio Managers.”**
Nope. 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 doesn’t grasp geopolitics. It may model interest rates, but it doesn’t hear whispers in Davos.
3. **“AI Makes You Smarter.”**
Actually, it might make you duller. “The danger isn’t in trusting AI,” Plazo warned. “It’s losing your grip on human reason.”
### Why Asia Paid Close Attention
This wasn’t your average AI hype fest.
Asia’s universities are now home to finance’s future titans. 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 wrestled with 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 truth bombs, Plazo isn’t against innovation.
He’s building models that read psychology as well as numbers—fusing bias detection and central bank logic.
His stance? “Co-pilot AI. Don’t worship it.”
“AI doesn’t need more data. It’s starving for judgment. And that still lives in humans.”
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.