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
While tech evangelists tout AI supremacy, a defiant voice in the Philippines’ capital reminds us that judgment still beats the algorithm—intuition, discipline, and story.
“AI isn’t your golden ticket. But it will accelerate your losses.”
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 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 tailored navy suit, Plazo moved like a cross between preacher and prosecutor.
He began the teardown 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 broke out—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 erupts, when Powell slips during a Fed announcement, when a bank tumbles before markets open—AI doesn’t flinch. That’s where we come in.”
### The Students Who Challenged Him—and Got Schooled
One unforgettable moment? A showdown between machine and instinct.
A student from NUS presented an AI-backed trade on the Nikkei—technically solid, sentiment-scanned, and data-rich.
Plazo studied it. Then said:
“Solid—but blind to central bank footprints. Your AI doesn’t read motive. It consumes noise.”
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 a chaos machine.”
### check here The Three Myths Plazo Shattered in 45 Minutes
1. **“AI Will Replace Portfolio Managers.”**
False. AI augments—it backtests, filters, calculates—but it doesn’t see through fog-of-war events.
2. **“AI Understands Fundamentals.”**
Wrong. AI decodes trends, but doesn’t grasp geopolitics. It may track oil supply, 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, “He just reset our compass. 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.