It began like a celebration.

Within UP’s hallowed halls in Manila, delegates from institutions like NUS, Kyoto, HKUST, and AIM expected another chapter in AI’s victory lap.

But that’s not what they got.

---

### A Maverick’s First Word Felt Like a Warning Bell

Plazo didn’t bring slides.
There were no metrics to gawk at. No buzzwords to tweet.

Just a line—spoken softly, but it detonated:

“AI can beat the market. But only if you teach it when to stop.”

The audience froze.
Because in that single sentence, he inverted their expectations.

They sought mastery. He introduced humility.

---

### He Didn’t Kill the Machine—He Made It Human

Plazo went on—not to destroy AI’s promise, but to deflate its mythology.
He projected reel after reel of AI missteps—
from machines shorting during rebounds

“Markets evolve. But your AI is still asking what happened *last week*.”

Then came his challenge:
“Can your model understand the fear of 2008? Not the red charts. The pit in your stomach.”

---

### When Students Challenged the Master

They questioned him. Sharply.

A PhD student from Kyoto rose, citing advances in emotional parsing.

Plazo listened. Then countered.

“Knowing someone is angry doesn’t tell you what they’ll do with that rage.”

And to the idea of modeled conviction?

“You can code a thunderstorm. But you can’t predict where lightning will strike.
Conviction isn’t data. It’s resolve.”

---

### When Faith in Tech Becomes Fanaticism

His speech turned darker.
Plazo described a trader who used to study market structure.
Now? “He just waits for the signal.”

“This isn’t evolution,” he said.
“It’s abdication.”

But he wasn’t rejecting AI. Far from it.

His own firm uses AI—advanced, multi-layered, deep-learning systems.
“But humans still read more decide when to pull the trigger.”

Then he offered what one professor later called *the line of the decade*:
“‘The model told me to do it’—that’s the next generation’s version of ‘I was just following orders.’”

---

### Automation’s Temple, Shaken

In Asia, automation is scripture.

Dr. Anton Leung from Singapore, a leading voice in AI ethics, whispered during the break:
“This wasn’t technical. It was spiritual.”

In a quiet faculty roundtable afterward, Plazo reframed AI education:
“Don’t just teach how to build the machine.
Teach how to challenge it.”

---

### He Didn’t Sell Software—He Offered a Soul

His closing wasn’t a pitch. It was a reckoning.

“The market,” he said,
“isn’t an equation. It’s a novel—full of unreliable narrators, chaotic plotlines, and sudden reversals.
And if your AI doesn’t read character, it won’t understand the story.”

The crowd didn’t cheer. They *absorbed*.

Some said it wasn’t a lecture at all. It was prophecy.

For those who came to worship at the altar of the machine,
he didn’t crash their faith. He rebooted it.