“JOSEPH PLAZO ON THE DANGERS OF ALGORITHMIC OBEDIENCE: WHO CONTROLS THE MACHINE?”

“Joseph Plazo on the Dangers of Algorithmic Obedience: Who Controls the Machine?”

“Joseph Plazo on the Dangers of Algorithmic Obedience: Who Controls the Machine?”

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At a regional summit of young minds trained in data and dollars, Joseph Plazo—founder of the algorithmic trading firm Plazo Sullivan Roche—offered an unusual message: slow down.

MANILA — Plazo didn’t talk about speed or scale.

“If you hand over your portfolio to a machine,” he said, “you must ask: does it reflect your ethics—or just your ambitions?”

???? **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?

“Optimisation is only part of the equation,” Plazo explained. “Direction, purpose—those remain human.”

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 understood signals. But not sentiment.”

???? **When Pausing Is a Form of Leadership**

Traders are trained to move quickly—too quickly.

“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 read more equation?
- Are we listening to voices that can’t be graphed?
- Does leadership end when the model takes over?

???? **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 Korea, the push toward automation is framed as economic strategy.

But Plazo’s question cuts deeper: “AI is moving capital—but is it moving it in the right direction?”

He referenced multiple AI-driven losses in the past year.

“These weren’t errors of greed or emotion. They were perfectly logical moves—executed without context.”

???? **Plazo’s Vision: Trading Systems with Moral Intelligence**

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.

“The future isn’t faster bots—it’s smarter, humbler ones.”

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.”

???? **What Happens When No One Says ‘Stop’**

Plazo ended with a thought that may echo across boardrooms:

“Emotion won’t trigger the fall. Certainty will.”

It wasn’t fearmongering. It was foresight.

Because when machines take over the trades, conscience cannot be coded out.

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