Joseph Plazo’s Radical Take on the Limits of Intelligence—Artificial and Otherwise
Joseph Plazo’s Radical Take on the Limits of Intelligence—Artificial and Otherwise
Blog Article
The scene was set for celebration. What unfolded was a reckoning.
MANILA — At the heart of the Philippines’ premier university, Asia’s brightest students—engineers, economists, AI researchers—converged to explore the future of investing through algorithms.
They expected Plazo to preach automation, unveil breakthroughs, and fan their enthusiasm.
They were wrong.
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### The Sentence That Changed the Room
Joseph Plazo is no stranger to accolades.
As he stepped onto the podium, the room quieted.
“AI can beat the market. But only if you teach it when not to try.”
A chill passed through the room.
It wasn’t a thesis. It was a riddle.
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### Dismantling the Myth of Machine Supremacy
Plazo didn’t pitch software.
He projected mistakes— neural nets falling apart under real-world pressure.
“Most models,” he said, “are just statistical mirrors of the past.
Then, with a pause that felt like a punch, he asked:
“ Can it compute the panic of dominoes falling on Wall Street? Not the charts. The *emotion*.”
The silence became the answer.
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### The Smartest Students in Asia Push Back
Of course, the audience pushed back.
A PhD student from Kyoto noted how large language models now detect emotion in text.
Plazo nodded. “Detection is not understanding.”
A data scientist from HKUST proposed that probabilistic models could one day simulate conviction.
Plazo’s reply was metaphorical:
“You can simulate weather. But conviction? That’s here lightning. You can’t forecast where it’ll strike. Only feel when it does.”
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### The Trap Isn’t in the Code—It’s in the Belief
His fear isn’t code—it’s the cult.
“This isn’t innovation. It’s surrender.”
Yet his own firm uses AI—but wisely.
His company’s systems scan sentiment, order flow, and liquidity.
“But every output is double-checked by human eyes.”
Then came the killer line:
“‘The model told me to do it.’ That’s what we’ll hear after every disaster in the next decade.”
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### Asia’s Enthusiasm, Interrupted
Nowhere does AI have more believers than Asia.
Dr. Anton Leung, a Singapore-based ethicist, whispered after the talk:
“He reminded us: tools without ethics are just sharp objects.”
In a private dialogue among professors, Plazo pressed the point:
“Don’t just teach students to *code* AI. Teach them to *think* with it.”
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### No Clapping. Just Standing.
The crowd expected a crescendo. They got a challenge.
“The market isn’t math,” he said. “ It’s human, messy, unpredictable. And if your AI can’t read character, it’ll miss the plot.”
No one moved.
Some said it reminded them of Jobs at Stanford.
He came to remind us: we are still responsible.