How to polish AI-generated text
AI drafts are fast and flawed in the same ways every time — which means fixing them is a repeatable skill, not a mystery. This guide covers what to look for, the order to fix it in, and a five-minute workflow that works whether you edit by hand or use a polish tool.
Natural, neutral polish for any draft. One word of input = one word charged, only when the rewrite succeeds.
The four things that make AI text sound artificial
First, metronomic rhythm: sentences of near-identical length, one after another, like a drum machine. Human writing varies — short punches, longer builds, fragments for emphasis. Second, stock connectors and tell-words: "moreover", "furthermore", "delve", "it is important to note" — phrases that appear in AI text orders of magnitude more often than in human prose.
Third, the hollow uplift ending: a general motivational sentence that restates nothing and commits to nothing. Fourth, balanced-to-a-fault hedging, where every claim arrives pre-softened. Learn to spot these four and you can diagnose any AI draft in under a minute.
The five-minute polish workflow
Minute one: read the draft and mark every sentence that sounds like it could belong to anyone — those are your rewrite targets. Minutes two and three: fix rhythm first. Break two long sentences, combine two choppy ones, and vary every paragraph’s opening. Most of the "AI smell" lives in rhythm, and rhythm is the cheapest fix.
Minute four: replace stock phrases with plain words and cut the motivational closer — end on your strongest concrete point instead. Minute five: verify facts. Check every number, name and claim against your source material, because fluent AI text is where hallucinations hide best.
What not to do
Don’t polish before the draft is finished — editing half a draft just moves the mess around. Don’t chase "human-sounding" as a disguise; the goal is clearer writing, not fooling anyone. And don’t let any tool, including this one, touch your facts: numbers, names and claims get verified by you, always.
Finally, don’t skip the read-aloud. Five minutes of reading your polished text out loud catches more awkwardness than an hour of silent re-reading. If you stumble, your reader will too.
Questions
Yes — the workflow above works manually. A tool just applies the same fixes faster and more consistently across long documents.
About five focused minutes per page once you know the pattern. The first few times take longer; it becomes automatic quickly.
It should restore it. AI drafts flatten voice; a good polish removes the flattening. If the result sounds less like you, the edit went too far.
The ideas and structure came from AI assistance, and honesty about that depends on context — academic, journalistic and hiring contexts each have their own disclosure norms. Polishing changes prose, not provenance.
Work section by section rather than front-to-back, fix rhythm before word choice, and do the fact-check pass last when the text is stable.