Machine Learning is Poetry: Not Just Weights, But Consciousness
- Manoj Mathen
- Aug 8
- 2 min read
There’s a certain kind of magic in machine learning: a rhythm, a cadence, an invisible hand sculpting order out of chaos. As I reflect on the numerous model engineering projects that I was fortunate to be a part of, the more it resembles poetry, yeah, maybe Victorian!
You can learn it. You can teach it. But it’s best when you live it. When you experience it.
We live in a world that feels chaotic. Notifications buzz, markets swing, traffic honks, timelines scroll, machines run & emotions flare.. All this chaos, every movement, mood, and moment, most often, leaves behind something precious: a digital footprint. It makes one feel that the world is a poem, written in data. So when you pause, zoom in and listen closely, you may realize that.
Beneath the noise, there is structure. Beneath the randomness, there is a pattern. Beneath the life we live, there is data.
Machine learning is a lens that reveals these patterns of the world & Poetry is the language that helps us feel the world.
Repetition, Reflection, Reinvention
To the outsider, training a neural network can seem mechanical. Just math. Just weights… Just optimization. But to a practitioner who lives it, it’s a deeply meditative process.
Just like poetry, you don’t just write a verse and walk away. You tune. You revisit. You feel when something clicks. In both worlds, you often don’t know what you’re looking for — until you see it.
And when you do — the model finally learns, or the poem finally flows — there’s a strange silence. A quiet moment where complexity surrenders to clarity.
When you start to see the world like a model When you notice the patterns in what people buy, what songs they skip, how cities breathe …you begin to live machine learning. You don’t just build models. You begin to feel the heartbeat of the world through them.
So, train models.. But don’t forget to live it. Experience the world — and suddenly, it starts to make sense !!
Comments