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

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In a gathering of AI developers, analysts, and traders, Joseph Plazo—founder of the algorithmic trading firm Plazo Sullivan Roche—broke the rhythm of praise for AI with a moment of reckoning.

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?”

???? **Joseph Plazo: A Technologist Sounding the Alarm**

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. The algorithm was correct—but profoundly unaware.”

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

In elite financial circles, speed is often glorified.

“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:

- Does this decision align with our values—not just our strategy?
- Are we listening to voices that can’t be graphed?
- Can we stand by this choice if it goes wrong—publicly, transparently?

???? **As Fintech Booms, Where Are the Ethical Guardrails?**

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 warned of systems designed to win—but not to pause.

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

???? **The Alternative: Narrative AI That Considers More Than Numbers**

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 reminder that the tools we build still need human hands at the wheel.”

???? **The Collapse That Could Begin in Silence**

Plazo ended with a thought that may echo across boardrooms:

“We won’t be get more info victims of chaos—but of unchecked confidence.”

Not a warning against AI—but a demand for wisdom to go with it.

Because when machines take over the trades, someone must still own the consequences.

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