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AI Humanizer: Make Writing Natural While Keeping the Facts
Use the Agent to edit a draft that sounds repetitive, vague or overly formal. The humanizer workflow checks concrete wording problems while preserving facts, qualifications and the author’s voice. It is an editing aid, not an AI detector or a guarantee of a detector score.
Updated
- Method
- 31 reviewed editing patterns
- Priority
- Meaning, evidence and author voice
- Scope
- Edit supplied writing without invented facts
What you can make
Product updates
Remove inflated phrasing while preserving feature lists and release status.
Articles and emails
Keep the intended level of formality and retain useful transitions.
Open tool
How to use it
Paste the draft into the Agent and ask to humanize or polish it. State the intended reader and any wording that must remain unchanged.
Provide an optional voice sample. The Agent may borrow its rhythm and vocabulary, not its experiences, facts or opinions.
Review the revised draft against the original. Check names, numbers, conditions, negation, attribution and the difference between planned and completed work.
Ask for a narrower revision when needed, such as simpler sentences or fewer empty phrases. Export only if you need a separate document.
Complete prompt
Start with an example
Keep a release note honest
The draft contains a plan and an unmeasured observation that must remain distinct.
Example request
Humanize this draft without adding facts: “This transformative update opens a new era. It adds search and CSV export. Offline editing is planned for a future version. Some testers think search feels faster, but we have not measured it.” Keep the plan and the uncertainty.
Check the result: The result must still list both features, describe offline editing as planned, and avoid claiming measured speed gains.
Open toolAt a glance
Common questions
Does humanizing mean changing the facts?
No. The workflow preserves distinct information, uncertainty, timing and attribution. It must not turn a plan into a completed result or add personal experience.
Is this only for Chinese?
The reviewed source includes 31 Chinese editing patterns. The Agent applies the same meaning-preservation rules in your requested language without imposing Chinese punctuation.
Can it guarantee a detector result?
No. The purpose is clearer writing and faithful editing. Detector scores and authorship judgments are not the output.