AI clears the first 80% of content fast. The research, the outlines, the rough drafts. It’s bad at the 20% that actually wins: the point of view, the real example, the taste. Most people get this backwards. They hand the whole thing to a model and wonder why the output reads like every other AI post. The work here is the opposite move. Use AI for the grunt work, then spend your time on the part it can’t do.

What this covers

AI makes content faster, not automatically better. The system is what turns speed into something worth reading.

These essays are the system for using AI on content without the output sounding generated. Not a tool list. Not a prompt pack. The workflow, the editing layer that keeps you out of trouble, and a clear line for where a human still has to do the work.

Where to start

If you want the core workflow, start with how to use generative AI for content. It walks through the 80/20 split in practice: which parts to hand the model (research, structure, first drafts) and how to protect the 20% that makes a piece yours, with real numbers on what changed.

If you’re running content as a program and not just a drafting tool, read the 5-stage content system. It treats AI as something you use across the whole thing, strategy through distribution, with a human editing layer in the middle. That’s the stage most people skip, and it’s the one that decides whether your content helps you grow or gets flagged by Google.

The thread running through both

Same idea, two zoom levels. One essay is the writing workflow, the other is the full program. Both land in the same place: the editing layer is the job. AI gets you a fast, forgettable draft. You make it good. Skip that step and you’ve just produced slop faster, which is worse than slow.

Content is one part of running marketing with AI. If you want the whole picture, the funnel, the experiments, the stack, that’s where it lays out.

Want a second pair of eyes

If you’ve got a content process and you’re not sure where AI helps versus where it’s quietly making things worse, I’m happy to spar on it. No pitch, just a look at your setup and where the editing layer should sit. Come talk it through.