How to make AI writing sound human

Generated text stays unfalsifiable because being specific is risky. Every date, figure, name and place you add does two things at once: it makes the writing better, and it makes it unmistakably informed by something outside the model.

Aim for one checkable detail every 150 words or so. If you cannot supply one, that paragraph may not need to exist.

This is the strongest structural fix and the one people skip, because it requires reading rather than replacing. Generated prose clusters around 15 to 22 words per sentence with very little spread. Human prose swings.

• Put a sentence of four words next to one of thirty. Let the short one land the point.
• Follow a long, subordinate clause with a fragment. It is fine.
• Allow one paragraph to run to a single line. Not every paragraph is a unit of thought.
• Read the passage aloud and mark where you run out of breath. Those are the sentences to split.

Two habits appear in nearly every generated draft. The first sentence restates your question, and the last paragraph restates the piece. Both are scaffolding, and both are visible.

Delete the first sentence of a generated draft and read it again. It usually improves. Do the same with the final paragraph.

Do this before editing prose, so the dashes are not quietly influencing your reading. The AI dash remover removes em dashes, en dashes, typed -- and the look-alike characters in a single pass, and the count it reports tells you how much the model leaned on the dash habit.

Know what this step buys, measured: on our AI-style sample it cuts the pattern score from 96 to 68 and then stops, because punctuation is the only layer a machine can fix for you. The remaining 40 points live in vocabulary, rhythm and specifics — the edits above and below. Anyone selling a one-click humanizer is selling the first 28 points and staying quiet about the rest.

Work from the maintained list rather than instinct. For each hit, ask what number, name or date could replace it. Where nothing can, the word is decoration and should go.

• leverage → use
• utilize → use
• seamless → say what the user does not have to do
• robust → the number it survives
• comprehensive → what is actually covered
• navigate the complexities → the specific hard part

Human writing wanders. It mentions the thing that went wrong, the tangent that turned out to matter, the objection you dismissed. Generated text never does, because a digression reads as a defect under local fluency scoring. One relevant aside per few hundred words changes how the whole piece feels.

The both-sides hedge is a reliable tell: "while X offers benefits, Y also has drawbacks". Real writers, asked to compare two things, end up recommending one. Say what you think and accept the small risk of being wrong.

In anything that is not a formal report, it is reads stiffer than it's, and utilise is never better than use. This is not about dumbing down. It is about removing the register that models default to when they have no information about the audience.

The exception is academic and legal writing, where the formal register is required. In those contexts the fix is specificity and rhythm, not contractions.

Generated paragraphs tend to run claim, support, restatement. Human paragraphs put the surprising thing last, or first, or wherever it does the most work. Moving one sentence is often the difference between a paragraph that reads and one that files.

1. Find the single most interesting sentence in the paragraph.
2. Decide whether it is stronger as the first sentence or the last.
3. Move it. Then read the paragraph again and delete whatever now looks redundant.

If you want a count of what remains after all nine edits, run the draft through the local checker. It is not a detector and will not tell you it sounds human, but it will tell you which habits you missed.