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 rare keynote that blended technical acumen with philosophical depth, AI trading pioneer Joseph Plazo issued a warning to Asia’s brightest minds: the future still belongs to humans who can think.
MANILA — What followed wasn’t thunderous, but resonant—it reflected a deep, perhaps uneasy, resonance. At the packed University of the Philippines auditorium, future leaders from NUS, Kyoto, HKUST and AIM expected a triumphant ode to AI’s dominance in finance.
But they left with something deeper: a challenge.
Joseph Plazo, the architect behind high-accuracy trading machines, 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 presented visual case studies of trading bots gone wrong—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 tomorrow is where money is made.”
His tone wasn’t cynical—it was reflective.
Then he paused, looked around, and asked:
“Can your AI model 2008 panic? 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:
“You can simulate storms. But you can’t fake the thunder. Conviction isn't just data—it’s character.”
### The Tools—and the Trap
Plazo warned of a coming danger: not faulty AI, but blind faith in it.
He described traders who no longer read earnings reports or monetary policy—they just obeyed the algorithm.
“This is not evolution. It’s abdication.”
Yet he made it clear: AI is a tool, not a compass.
He runs layered AI systems to dissect market sentiment—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 more info 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.”
At a private gathering with professors, 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
His final words were more elegy than pitch.
“The market,” Plazo said, “is messy, human, emotional—a plot, not a proof. And if your AI doesn’t read character, it’ll trade noise for narrative.”
The room held its breath.
What followed was not excitement, but reflection.
It wasn’t about the tech. It was the tone.
He didn’t offer hype. He offered warning.
And for those who came to worship at the altar of AI,
it was the wake-up call no one anticipated.