How to Make AI Drafts Sound Human

“Make this sound human” is a vague editing request. A stronger revision starts by asking what is missing: a point of view, a concrete example, a source, a reason for the reader to care or a sentence that sounds natural for the author. AI can flag repetition or suggest alternatives, but only the writer can supply real experience and decide what the piece should say. Begin with the purpose and audience. Remove claims that cannot be supported, replace broad statements with precise details and organize the draft around one main idea. Use the writer’s actual examples, terminology and preferred rhythm. If a passage relies on a source, check the source and retain appropriate attribution. If the draft includes an invented anecdote, statistic or quotation, remove it or replace it with evidence that can be verified. Read the text aloud and revise sentences that feel stiff, overlong or repetitive. Vary structure because the ideas require it, not to create random imperfections. Replace filler transitions with clear connections. Keep technical terms when they help the audience, and explain them when they do not. Detector-evasion tools target a score rather than the reader’s needs. Rewriting to avoid detection can obscure meaning, introduce errors or violate school, employer or publisher rules about attribution. A detector result does not make a draft accurate or original. Follow the relevant disclosure and authorship policy, and keep notes or version history when the work requires an account of how it was produced. A useful workflow is draft, fact-check, revise and read again. Ask a trusted reader whether the point is clear and whether the examples feel real and relevant. For schoolwork or high-stakes communications, consult the applicable policy and the responsible person. AI can help with a specific revision task, but a meaningful human voice comes from the writer’s choices and evidence, not cosmetic edits designed to beat a classifier.