Not Another AI Success Story—A Caution Worth Remembering
Not Another AI Success Story—A Caution Worth Remembering
Blog Article
In a world racing toward automation, Joseph Plazo offered something rare: pause.
At the University of the Philippines, in a hall steeped in tradition and ambition, Joseph Plazo took the stage not as an evangelist of machines, but as their translator.
---
### The Opening Line That Changed the Atmosphere
He didn’t offer promises. He offered paradox.
“AI can beat the market. But only if you teach it *when not to try*.”
The silence wasn’t passive. It was alert.
They expected a blueprint for algorithmic supremacy.
They received something else: a sermon about humility.
---
### The Machines Can’t Smell Smoke
Plazo moved gently, but deliberately.
This wasn’t about errors. It was about context.
He rolled footage of trading algorithms buying as markets collapsed.
“These are machines,” he said. “ They see trends. But they don’t feel tremors. ”
Then he paused. And asked:
“Can your model replicate 2008 panic? Not the numbers. The disbelief. The phone calls. The empty streets.”
---
### When Students Challenged the Master
A researcher from NUS argued AI could parse tone and sentiment in real time.
Plazo nodded. “ Recognizing tone isn’t the same as predicting behavior. ”
Then he added:
“You can map the weather.
But you still don’t know when lightning strikes.”
Even those who disagreed… paused.
---
### The Danger Isn’t the Code. It’s the Surrender.
Then came his quietest message—and his loudest.
He described traders who no longer asked questions—they obeyed outputs.
“This,” he said, “is not evolution.
It’s abdication.”
Still, his machines run 24/7. But a human always reads the final line.
Then he left the audience with this:
“‘The model told me more info to do it.’
That will be the new excuse for financial collapse.”
---
### Where the Warning Cut Deepest
AI is more than machine. It’s modern salvation.
So when Plazo delivered his message, some called it necessary. Others: sacrilege.
Dr. Anton Leung, an AI ethicist from Singapore, said:
“This wasn’t rejection—it was redirection.”
At a closed-door session later, Plazo was asked how to teach AI better.
His reply?
“Teach people how to challenge the model,
not just how to build it.”
---
### The Last Line Felt Like Literature
It felt like he was reading the market its own eulogy.
“The market,” Plazo said,
“ rewards those who understand nuance—not just numbers. Your AI needs to read between the lines.
Professors looked at each other—not to clap, but to reflect.
Joseph Plazo didn’t sell AI that day.
He gave the room something machines can’t generate: clarity.
And for a generation raised on speed, he offered the rarest gift of all:
a reminder that the future still has room for human judgment.