Reduce AI signatures

Humanizer rewrites AI-generated text through surgical edits while preserving the factual content.

Humanizer takes text that reads as AI-generated (too even, too hedged, telltale phrasing) and rewrites it through small targeted edits. It does not paraphrase the whole thing; it changes the specific features that flag AI output, while leaving the facts and the structure intact.

What you get

A revised version of each source. The output preserves:

  • The structure (headings, sections, paragraph order).
  • The factual claims.
  • The technical vocabulary you used.

It changes:

  • Sentence rhythm and length variety.
  • Common AI tells ("delve into", "in conclusion", overly even cadence).
  • Hedging language where the original was confident.

Run it

  1. 1

    Build the dataset: documents or notes containing AI-generated prose.

  2. 2

    Open the workflow runner and pick Humanizer.

  3. 3

    Optionally add custom instructions ("preserve the second-person voice", "keep technical precision in the methodology section").

  4. 4

    Click Run.

When Humanizer is the right tool

  • You drafted with an AI and want the result to read more like your own writing.
  • You're cleaning up content for publication where AI detection might flag the text.
  • A team member used AI on a doc and you want light cleanup without rewriting it yourself.

When it isn't

  • The text is wrong or missing content. Humanizer rewrites style, not substance; use Co-work on a note for that.
  • You want a fundamentally different tone or audience. That's a rewrite, not a humanization; Co-work again.
  • You need guaranteed bypass of any specific AI detector. Detectors evolve; no rewrite tool can promise that across all of them.

A note on AI detection

AI detectors are noisy and inconsistent. Humanizer reduces common AI signatures, but no tool can guarantee a piece will pass every detector. If detection-avoidance is the goal, treat Humanizer as one input among several (including writing in your own voice).

What's next

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