In research, we’re trained to publish what works.
Clean results. Clear improvements. Models that outperform benchmarks. That’s what gets attention, citations, funding.
But the experiment that changed me the most never made it to a paper.
It started as a side project. I was training a language model on technical data during the day, and one evening, out of curiosity, I fed it something different — fragments of human writing. Letters, poems, bits of reflective text.
Not to improve performance.
Just to see what would happen.
At first, the outputs were predictable. Slightly awkward sentences. Patterns stitched together without much depth. But then, every now and then, the model produced a line that felt… almost intentional.
One night, it generated a sentence that stopped me:
“A machine remembers everything but understands nothing.”
I stared at it longer than I expected.
Technically, I knew what had happened. It was just probability. Tokens arranged based on patterns in the data. There was no awareness behind it, no understanding, no meaning in the way humans experience it.
And yet, the sentence carried meaning — at least to me.
That’s the strange space I work in as an AI researcher who writes poems about robots.
During the day, I reduce language to numbers. Vectors, weights, gradients. Everything measurable, optimizable, explainable.
At night, I sit with the outputs and feel something that isn’t easily measured.
So I started writing alongside the model.
I’d take a line it generated and respond to it. Then feed my response back in. A loop. Not of intelligence, but of interpretation. It felt less like training a system and more like collaborating with a mirror.
I never published that work.
Not because it failed, but because it didn’t fit. It wasn’t rigorous enough for research, and it wasn’t purely human enough for poetry.
But it changed how I see both.
AI isn’t creative in the way we are.
But it reveals patterns in our creativity — sometimes in ways we don’t notice ourselves.
And maybe that’s enough.
Not to replace human expression.
But to make us look at it more closely.