At a gathering of future leaders in AI-driven investment, investment strategist Joseph Plazo, shared a powerful reminder: in a world increasingly shaped by machines, values cannot be outsourced.

PHILIPPINES — Inside the lecture hall of a leading business school, the conversation turned not to technology, but to ethics.

Plazo, the founder of Plazo Sullivan Roche Capital, is known for building systems that outperform markets.

And yet, it was not code he chose to champion—but caution.

“If you allow machines to manage your portfolio,” he said, “ensure they reflect your values, not just your objectives.”

???? **One of AI’s Leading Voices Urges Balance, Not Blind Faith**

Plazo’s credibility comes not from critique, but from contribution. Major asset managers rely on his proprietary tools.

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“AI is excellent at execution. But poor at explaining ‘why’.”

He recounted a key moment during the COVID-19 crash: a bot under his firm’s control flagged a short position on gold—hours before an emergency Federal Reserve announcement.

“We intervened,” he said. “It processed the data. But ignored the danger.”

???? **Why Strategic Delay Still Matters**

In a reference to a 2023 Fortune roundtable, Plazo cited concerns that traders increasingly feel disconnected from the market—no longer making decisions, but following models.

“Friction slows trading, yes,” he said. “But it creates space for reflection.”

He proposed a decision framework, which he called **“Conviction Calculus”**, grounded in three guiding questions:

- Are we compromising our values for technical correctness?
- Have non-digital factors been considered—such as public sentiment, leadership experience, or history?
- Can we explain the reasoning behind this action—beyond algorithms?

???? **Asia’s AI Momentum—and the Growing Need for Governance**

Across Asia, investment in AI and fintech is accelerating. Countries like Singapore, South Korea, and the Philippines are becoming hubs for automated trading systems and tech-led asset management.

Plazo’s message? The pace is impressive—but governance must not be left behind.

“You can scale capital faster than character,” he said. “Which leads to systems that look smart, but act recklessly.”

In 2024 alone, two hedge funds in Hong Kong reported billion-dollar losses due to AI-driven decisions that failed to anticipate geopolitical shifts.

“Good intentions won’t fix bad models.”

???? **Toward More Responsible Systems**

Despite his warnings, Plazo remains optimistic about AI’s future—when developed thoughtfully.

His team is building what he described as **“narrative-integrated AI”**—tools that factor in not just financial data, but also context, tone, timing, and social dynamics.

“Data without story is dangerous.”

At a private gathering after his talk, investors discussed partnerships around ethical AI solutions. One described his vision as:

“Exactly what the financial sector needs right now.”

???? **The Warning That Shouldn’t Be Ignored**

Plazo concluded with a sobering statement:

“The next major market failure won’t come from panic,” he said. “It will come from logic—executed too quickly, with no one questioning the outcome.”

No theatrics. No drama. Just a message every leader in finance should consider.

Because in the race to automate everything, what’s often lost here is not just time—but responsibility.