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.
At the University of the Philippines' famed lecture theater, Asia’s brightest students—engineers, economists, AI researchers—converged to see the future of trading laid bare by machines.
They expected Plazo to preach automation, unveil breakthroughs, and fan their enthusiasm.
Instead, they got silence, contradiction, and truth.
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### The Sentence That Changed the Room
He’s built AI systems with mythic win rates.
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 showed failures— 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 grasp the disbelief as Lehman fell? Not the charts. The *emotion*.”
No one answered. They weren’t supposed to.
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### Tension in the Halls of Thought
They didn’t sit quietly. These were doctoral minds.
A PhD student from Kyoto noted how large language models now detect emotion in text.
Plazo nodded. “Knowing someone’s angry doesn’t tell you why—or what comes next.”
A data scientist from HKUST proposed that probabilistic models could one day simulate conviction.
Plazo’s reply was metaphorical:
“You can more info simulate weather. But conviction? That’s lightning. You can’t forecast where it’ll strike. Only feel when it does.”
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### The Real Problem Isn’t AI. It’s Us.
He didn’t bash AI. He bashed our blind obedience to it.
“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:
“What Plazo gave us was oxygen in a burning house.”
Later, in a faculty roundtable, Plazo pressed the point:
“Don’t just teach students to *code* AI. Teach them to *think* with it.”
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### The Closing Words That Didn’t Feel Like Tech
The final minutes felt more like poetry than programming.
“The market isn’t math,” he said. “It’s a novel. And if your AI can’t read character, it’ll miss the plot.”
The room froze.
It wasn’t ovation. It was reverence.
Plazo didn’t come to praise AI.