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
It was supposed to be a coronation of machine supremacy. But what happened instead left the audience reeling.
In the sunlit academic halls of UP Diliman, delegates from NUS, Kyoto, HKUST, and AIM assembled to witness the gospel of AI in finance.
They expected Plazo to reaffirm their belief that AI would rule the markets.
Instead, they got silence, contradiction, and truth.
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### When a Maverick Started with a Paradox
Some call him the architect of near-perfect trading machines.
So when he took the stage, the room went still.
“AI can beat the market. But only if you teach it when not to try.”
The note-taking paused.
That sentence wasn’t just provocative—it was prophetic.
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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*.”
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. “Feeling isn’t forecasting.”
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 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.
“Some traders no longer read. No longer think. They just wait for signals.”
But he’s not anti-AI. Far from it.
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. more info “It’s a novel. And if your AI can’t read character, it’ll miss the plot.”
The room froze.
Others compared it to hearing Taleb for the first time.
And that sometimes, in the age of machines, the most human thing is to *say no to the model*.