AlphaZero MOMENT
- Ardeshir Jeejeebhoy

- Jul 17, 2020
- 3 min read
Updated: Jul 17
We’ve all heard it before—stories of humans being defeated by machines. They appear in headlines, spark philosophical debates, and sometimes vanish as quickly as they arrive. But in December 2017, something happened in the world of chess that was more than just a technological feat. It was a turning point that challenged not only our understanding of intelligence, but also our assumptions about growth, adaptation, and what it means to lead ourselves.
A new ai called AlphaZero, created by Deepmind, took on Stockfish 8, the reigning king of chess engines. Stockfish wasn’t just competent—it was a brute-force genius. it had ingested decades of chess theory, memorized countless strategies, and could calculate millions of moves per second. Stockfish represented experience at scale. if knowledge, history, and information were all that mattered, Stockfish should have been untouchable and yet, AlphaZero—armed with none of that inherited wisdom—defeated Stockfish in a 100-game match. The final score? 28 wins, 72 draws, and zero losses. What stunned experts wasn’t just that AlphaZero won. It was how it won.

AlphaZero didn’t win with robotic precision—it played with creativity. Its moves were intuitive, flowing, and elegant—like something out of a grandmaster’s imagination. Analysts described its gameplay not as algorithmic, but as artistic. It wasn’t just solving problems; it was expressing intelligence. Not replicating brilliance, but inventing new ways to see the board. It was like watching a beginner walk into the coliseum—not with fear, but with wonder—and in doing so, redefine the arena itself.
How did it do this?
Instead of relying on centuries of accumulated chess knowledge, AlphaZero began from scratch. No coaching. No databases. No human input. It simply played games against itself—over and over—learning from experience, trying, failing, and adjusting. Where Stockfish relied on memory, AlphaZero relied on curiosity. While Stockfish calculated from the past, AlphaZero learned in the present.
Stockfish represented knowledge. AlphaZero represented wisdom.
This wasn’t just a chess experiment. It was a metaphor. Because most of us, without realising it, live like Stockfish. We operate on inherited patterns—what we’ve been taught, what’s kept us safe, what’s been drilled into us since childhood. We repeat behaviours, run scripts, follow routines. Not because they serve us, but because they’re familiar. We use past data to survive present moments.
But what if there’s another way? What if our most powerful growth doesn’t come from what we know—but from what we’re willing to unlearn? That’s the AlphaZero moment. That’s where the captain in you is born.
The captain isn’t the loudest voice or the most decorated expert. The captain is the one who chooses—consciously, presently, and courageously. The one who’s willing to step off the path of certainty and step into the practice of growth.
You see it in the teenager who questions the labels given to them and finds a new way to show up in class. In the new manager who ditches the old hierarchy and invites feedback instead. In the father who decides, “i won’t yell like my father did. I’ll listen instead.” in the athlete who stops chasing someone else’s stats and starts honouring their own rhythm.
These aren’t super humans. They’re ordinary people choosing a different mode: to learn, not react. To explore, not repeat. To lead, not wait. Just like AlphaZero, they don’t wait to be handed permission. They don’t need an instruction manual. They trust that growth doesn’t come from always getting it right—but from being willing to stay in the game long enough to learn differently.
*All Rights Reserved
*Source - https://en.wikipedia.org/wiki/AlphaZero


