In a gathering of AI developers, analysts, and traders, Joseph Plazo—founder of the algorithmic trading firm Plazo Sullivan Roche—delivered a pointed appeal for ethical caution.
Inside one of Southeast Asia’s most influential business schools — What he offered instead was something rarely heard in AI circles: resistance.
“Profit isn’t the only thing on the line. So is principle.”
???? **The Man Behind the Model—Now Questioning Its Impact**
He’s not critiquing technology from a safe distance. His firm’s AI systems have posted a 99% win rate across key timeframes and are in use by institutional clients across Europe and Asia.
Still, he asks: what happens when efficiency erases human context?
“Speed is seductive. But context is critical.”
He shared a case from the early days of the pandemic. One of his firm’s bots flagged a short on gold just before the U.S. Federal Reserve issued an emergency policy shift.
“We overrode it. It was a machine doing math, not reading history.”
???? **Machines Act Fast. But Leadership Sometimes Waits.**
AI’s appeal lies in its instant execution. But at what cost?
“Friction is not failure,” Plazo told the audience. “It is the space where judgment lives.”
Plazo introduced a framework he calls **“Conviction Calculus”**—three questions that must be asked before executing an AI recommendation:
- Are we outsourcing our ethics to an equation?
- Are we listening to voices that can’t be graphed?
- Will anyone say, ‘This was my call,’ or just point at the machine?
???? **The Bigger Picture: Asia’s Tech Acceleration and the Governance Gap**
Across Asia, nations are investing heavily in fintech and AI-driven innovation. From Singapore to South more info Korea, the push toward automation is framed as economic strategy.
But Plazo’s question cuts deeper: “Are we building intelligence without wisdom?”
He cited the 2024 collapse of two Hong Kong hedge funds.
“No one made a mistake. But no one questioned the machine either.”
???? **A New Path: Machines That Listen as Well as Compute**
Plazo is not anti-AI. He’s pro-responsibility.
His firm is developing what he calls **“narrative-integrated AI”**—models that factor in geopolitics, tone, and social context alongside market data.
“Machines that don’t just predict, but understand.”
At a private dinner after the event, multiple venture capital leaders discussed collaborations.
One investor called Plazo’s talk:
“A blueprint for ethical AI in an unequal world.”
???? **The Final Warning: Crashes Don’t Always Start Loudly**
Plazo ended with a thought that may echo across boardrooms:
“Emotion won’t trigger the fall. Certainty will.”
No dramatic flourish. Just clarity.
Because when machines take over the trades, someone must still own the consequences.