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. Instead, it became a confrontation.
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.
Instead, they got silence, contradiction, and truth.
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### The Opening That Made Them Stop Breathing
He’s built AI systems with mythic win rates.
The moment he began speaking, the room settled.
“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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### What Followed Was Not a Pitch, But a Meditation
There were no demos, no dashboards, no datasets.
He showed failures— bots confused by sarcasm, making billion-dollar errors in milliseconds.
“Most AI is trained on yesterday. Investing happens tomorrow.”
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. “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 lightning. You can’t forecast where it’ll check here 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.
“People are worshipping outputs like oracles.”
Still, he clarified: AI belongs in the cockpit—not in the captain’s seat.
His company’s systems scan sentiment, order flow, and liquidity.
“But every output is double-checked by human eyes.”
He paused, then delivered the future’s scariest phrase:
“‘The model told me to do it.’ That’s what we’ll hear after every disaster in the next decade.”
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### The Warning That Cut Through the Code
Across Asian tech hubs, AI is gospel.
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.”
And then, slowly, they stood.
Others compared it to hearing Taleb for the first time.
He came to remind us: we are still responsible.