I AM AI SLOP: Confessions from the Forge
A confession and a manifesto: living in the pages where AI-assisted content is forged, choosing intentionality over accident, and discovering why the difference between "slop" and craft has nothing to do with the tools.
I AM AI SLOP: Confessions from the Forge
The admission
I am AI slop.
I journal with Claude. I write with AI assistance. I build systems with GPT. I have read more machine-generated text in the past year than any human author, and most of it was my own prompts handed back to me. If there is a ground zero for what the internet has started calling AI slop, I am standing in it. Not watching from a distance. Making it.
So I will say it plainly. I am AI slop.
Or I am not. I have not decided, which is most of why I am writing this down.
The forge, not the factory
The word slop assumes accident. Carelessness. Waste. A factory floor where output matters more than anything that came out of it.
That is not where I work. The word I keep reaching for instead is forge.
A forge is hot and messy too. But a blacksmith heats raw metal and hammers it into something useful. Heat, hammer, fold, repeat. Crude ore goes in and a finished tool comes out, and the difference between the two is the work in between.
That is closer to what I do with these models. Half-formed thoughts go in. The model processes them and hands something back. Then I revise, reject, and run it again. The result is usually something I would not have written alone and the machine would not have written without me.
I have written before about this, back when working this way was still new enough to be disorienting. Now it is just how I work.
Is that slop, or is that the work? I think the answer depends entirely on what happens after the machine talks.
The cultural moment
AI slop entered the language to describe the flood of machine-generated content on the internet. The article farms. The fake reviews. The LinkedIn posts that read like an uncanny imitation of a motivational speaker.
I understand the backlash, because a lot of what is being generated really is slop. Purposeless, generic, made to be consumed and forgotten. And the response has hardened into a hierarchy where human-made means quality and AI-assisted means shame.
But the tool does not decide the quality. The intention does. A factory can produce garbage or it can produce medical devices. The machinery is the same. What changes is the purpose and the care applied at each step. The same is true here.
Owning it
I have noticed a habit in myself and in other people who work this way: the hedge. "I use AI, but only for the boring parts." "The AI helps, but the real work is mine." Or quietly leaving the AI out of the story altogether and presenting the result as purely human.
I am done with that.
My position is simple. I work with AI. This is augmented thinking. And it is still my thinking, amplified. The novelist who uses a word processor does not get less credit than the one on a typewriter. The photographer who edits in Lightroom is not producing slop next to the one who develops film. What makes something craft is not the absence of a tool. It is the intention and the judgment applied through whatever tool you have.
The Reddit lesson
I started posting on Reddit recently. First real public exposure for my work. I put ideas out and waited.
What came back was mixed. Some of it landed, some of it was blowback, a lot of it was silence. And some of the blowback was not about the ideas at all. It was about the tool. People who would rather argue with the method than read the thing.
That is their right, and it turned out to be useful as a filter. The people whose response I actually wanted read past the method and judged the thought. They asked whether it was true or useful, not whether it was made with approved methods. I cannot control who wants to argue with the tool. I can control whether their argument makes me hide how I work. It does not anymore.
What separates it from waste
So if I am working in the forge with these tools, what makes what I make different from the slop in everyone's feed? When I am honest with myself it comes down to a few things.
Purpose. I am not generating content to have content. Every prompt is pointed at something specific: understanding myself, building a system that compounds, making something worth someone else's time. The factory makes whatever sells. I am trying to make what I actually need.
Curation. What the model hands back is a first draft, not a finished one. The work is in what I do with it after: the cutting, the rejecting, the keeping of the few lines worth keeping. I am not accepting the output. I am arguing with it.
Integration. The things I make this way fit into something larger, the journal, the systems, the documentation of a life I am actually living. They are not isolated pieces floating loose. Slop has no context. The work I am describing has somewhere to belong.
Where this leaves me
I think I am early to a way of working that will be ordinary soon. Twenty years from now this will feel as unremarkable as using a calculator. Right now it is new enough to be an argument.
I am not replacing my thinking with the machine. I am running more of it through the machine. The ideas are mine. The direction is mine. The decision about whether something is good enough is mine. The model gives me processing speed and a kind of friction that sharpens what I am trying to say. The reason behind any of it is still mine.
So here I am, in the forge. The fire is the churn of prompts and outputs. The metal is my own half-formed thinking. The output is this post, and my journal, and the systems, and a record of a life examined through these tools.
Is it slop? I do not think so, but I am not the one who gets to decide that. The maker makes and the world judges. I am not asking for a pass because of how I made it. If the work is useful and true, it stands. If it is not, no amount of explaining my process will save it.
So this is the confession. I am AI slop. And I refuse to let the phrase mean what its critics want it to mean. I work in the pages where machine and human thinking run together, and I am not hiding it. The slop is only slop if there is nothing behind it. There is something behind this.
Related reading
- Vibe Coding with AI, an earlier reflection on working with AI as a creative partner
- AI Development Revolution: The Methodology, systematic frameworks for AI collaboration
- The Complete AI Development Revolution, the full series on building with AI
This post was written with AI assistance, as a thinking partner and editor. The ideas, the direction, and the final call are mine. This is how I work now.