What the Machines Still Can't Do: Joseph Plazo’s Hard Truths for the Next Generation of Investors on the Boundaries of Artificial Intelligence
What the Machines Still Can't Do: Joseph Plazo’s Hard Truths for the Next Generation of Investors on the Boundaries of Artificial Intelligence
Blog Article
In a bold and sobering address, AI trading pioneer Joseph Plazo challenged the assumptions of the next generation of investors: AI can do many things, but it cannot replace judgment.
MANILA — The applause wasn’t merely courteous—it carried the weight of contemplation. Within the echoing walls of UP’s lecture forum, future leaders from NUS, Kyoto, HKUST and AIM anticipated a celebration of automation and innovation.
But they left with something deeper: a challenge.
Plazo, the man whose algorithms flirt with mythic win rates, chose not to pitch another product. Instead, he opened with a paradox:
“AI can beat the market. But only if you teach it when not to try.”
The crowd stiffened.
What followed wasn’t evangelism. It was inquiry.
### Machines Without Meaning
Plazo systematically debunked the myth that AI can autonomously outwit human investors.
He displayed footage of algorithmic blunders—algorithms buying into crashes, bots shorting bull runs, systems misreading sarcasm as market optimism.
“ Most of what we call AI is trained on yesterday. But investing happens tomorrow.”
His tone wasn’t cynical—it was reflective.
Then he paused, looked around, and asked:
“ Can your code feel the 2008 crash? Not the price charts—the dread. The stunned silence. The smell of collapse?”
Silence.
### When Students Pushed Back
Bright minds pushed back.
A doctoral student from Kyoto proposed that large language models are already picking up on emotional cues.
Plazo nodded. “Yes. But sensing anger is not the same as understanding it. ”
Another student from HKUST asked if real-time data and news could eventually simulate conviction.
Plazo replied:
“Lightning can be charted. But not predicted. Conviction is a choice, not a calculation.”
### The Tools—and the Trap
He shifted the conversation: from tech to temptation.
He described traders who waited for AI signals as gospel.
“This is not evolution. It’s abdication.”
Yet he made it clear: AI is a tool, not a compass.
His systems parse liquidity, news, and institutional behavior—but humans remain in charge.
“The most dangerous phrase of the next decade,” he warned, “will be: ‘The model told me to do it.’”
### Asia’s Crossroads
The speech resonated especially in Asia, where tech optimism runs high.
“There’s a spiritual reverence for AI here,” said Dr. Anton Leung, an ethics professor from Singapore. “Plazo reminded us that even intelligence needs wisdom.”
In a follow-up faculty roundtable, Plazo urged for AI literacy—not just in code, but in consequence.
“We don’t just need AI coders—we need AI philosophers.”
Final Words
The ending wasn’t applause bait. It get more info was a challenge.
“The market,” Plazo said, “isn’t just numbers. It’s a story. And if your AI doesn’t read character, it won’t understand the story.”
No one clapped right away.
The applause, when it came, was subdued.
Another said it reminded them of Steve Jobs at Stanford.
He didn’t market a machine.
And for those who came to worship at the altar of AI,
it was the lecture that questioned their faith.