The De-Slopped Content System

Frequently asked questions

Can you use AI to write content without producing slop?

Yes, and at volume. Slop is a judgment failure, not an AI one. Machine drafts that clear a judgment gate, a voice gate, and a specificity gate read as well as anything written by hand, because a person decided they should exist and made them specific. The tool sets the speed; the gates set the standard.

How do you fix AI slop in a draft you already have?

Cut every line a competitor could have published, swap abstractions for real instances, read it aloud for uniform rhythm, then add why it matters to this reader. If nothing survives the first cut, the draft never had a reason to exist, so delete it rather than edit it.

What is the 30 percent rule for AI content?

It is an informal guideline that AI should do at most the first 70 percent of a draft while a human owns the last 30: the judgment, the specifics, and the voice. The number is arbitrary, but the instinct holds. The cheap part is the draft; the part that keeps it off the slop pile is the part only you can do.

Does a gating system slow publishing down?

It moves the time rather than adding it. You spend minutes at the judgment gate that you would otherwise lose editing a piece that never should have been drafted, or republishing after a reader flags it. Teams that gate up front ship less and keep more of what they ship.