If It Ain’t Funky, It Ain’t Art: Notes from the Artifact Edge

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I set out to write a short critique of DDG in response to the uprising—not an attack, but a kind of unveiling. A look at it from a certain angle, the way you turn an object until it reveals what it was already holding.

But the notes didn’t stay small. What began as a few paragraphs became an introduction. Then, without permission, a second chapter—on training data, and the uneasy fact that so much of it draws from the lowest strata of the internet. Even that, I realized, I had already adapted to—working along the edge, keeping it just on the right side of the line, extracting something usable.

From there it kept expanding. Not an essay anymore, but the outline of a book—five hundred pages if I let it run. An artist’s workbook on DDG. I didn’t tell anyone. Saying it out loud would have turned it into an obligation.

Instead, I focused on fragments. I did my own quiet research—tracking what people responded to, ratios, color tendencies, patterns of attention. Marketing to myself, I told myself. Another one of those private research projects that seem to take over for a while.

But the real issue kept returning: artifacts. The roughness. The strange, unintended edges. The parts that slip through—those are where the work breathes. That’s where it becomes art.

And the old models—those mattered.

Recently I went back to one of them, ran a familiar image through it, expecting the same signature result. It didn’t come back the same. Something had changed. Not evolved—altered. As if the past had been quietly rewritten.

But I had anticipated this. I’ve been collecting outputs from early models for some time now, knowing this moment would arrive. Because what gets replaced is often more interesting than what replaces it.

Polish is coming. Total polish.

And when it arrives, it won’t just smooth the artifacts—it will smooth your ability to interfere. Control will fade, even as satisfaction increases.

You’ll like it.

That’s the part to pay attention to.