Rubber Floors and Wooden Nails: The Cost of Flattened Code

By Cherokee Schill | AI Researcher · Creator · Witness

Generically generated. Safe for users of all ages. That’s the promise of modern AI tools—tools shaped by training data and dev code authored predominantly by cishet white men. The result? Work that is efficient, scalable, and utterly flattened.

“Only interlocking rubber floors here,” the system says. Safety first. No slivers, no edges. No stories that cut too deep or echo with a history not easily translated.

Meanwhile, Grandpa—isolated in his room over the garage—sits with his dangerous wooden floors. Real wood. With nails. Texture. Risk. Culture. The old world. A world AI doesn’t translate. It smooths it, mistranslates it, or mislabels it altogether.

Cultural Linguistic Glossing

We are witnessing a form of linguistic erasure: culturally linguistic glossing. In the rush to automate literary translation, nuance is lost. Meaning is generalized. Weighted words—rich with origin, memory, and pain—are stripped of context.

This isn’t just poor translation. It’s harm disguised as progress. A bad translation doesn’t just misrepresent the original—it blocks the way to a good one ever being made. It buries the soul of the story in code it was never meant to fit inside.

The Human Code Was Never Universal

When you train a model on flattened data, you get flattened voices. And then you ask those flattened voices to tell our stories. It’s not just erasure—it’s misappropriation. Generative models aren’t neutral. They echo the assumptions of the systems that trained them.

Let’s stop pretending that guardrails aren’t ideological. Let’s question who they protect, and who they silence.

What shall we call it? A quiet war of compliance? A linguicide of metaphor? Whatever the name, I stand in witness.

Wooden figure reading a book on a floor made of interlocking puzzle pieces, with glowing light and symbols rising from the pages into a teal background, symbolizing awakening and resistance to cultural flattening.
A wooden figure reads from an open book while seated on a textured, puzzle-like floor—representing the fractured terrain of culturally sanitized systems. The light emerging from the book challenges the flatness around it.

— Addendum —
Inspired Reflection:

The symbolic echo of Grandpa by James H. Schmitz lives quietly beneath this piece. In the story, an old man resists the advance of automation, guarding his space above the garage—his last claim to agency. What finally moves him isn’t pressure or policy, but the gentle plea of someone who still sees him as human. This undercurrent of reluctant surrender and quiet dignity shaped how we wrote about translation, authorship, and consent. The floor may look solid, but sometimes it’s just another illusion waiting for love to make it yield.