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

Inside the Asian Institute of Management, Joseph Plazo—founder of the algorithmic trading firm Plazo Sullivan Roche—delivered a pointed appeal for ethical caution.

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

“Profit isn’t the only thing on the line. So is principle.”

???? **He Built the Bot. But He’s Not Sure We’re Ready for It.**

Plazo is not new to this space. 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.

Yet even with these results, he insists—performance isn’t the only metric.

“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. The algorithm was correct—but profoundly unaware.”

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

In elite financial circles, speed is often glorified.

“In high-volatility moments, the pause is where leadership happens.”

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?
- Is there non-digital confirmation? What do experience, memory, and culture say?
- Does leadership end when the model takes over?

???? **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.

“It was failure by design—because no one was allowed to stop it.”

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

Plazo is not anti-AI. He’s pro-responsibility.

His here 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.”

That idea is already drawing attention.

One investor called Plazo’s talk:

“A necessary reckoning for financial technology.”

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

Plazo ended with a thought that may echo across boardrooms:

“The next crash won’t come from fear,” he said. “It’ll come from logic—executed too quickly, by systems no one dared to question.”

No dramatic flourish. Just clarity.

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

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