humanflow

Use cases

The same AI draft needs different treatment depending on what it is for. An essay needs rhythm and specifics; a research paper needs fewer stacked hedges; a cover letter needs one true detail nobody else could write. Each page below has a real before-and-after.

One thing that applies to all of them

Rewriting for rhythm and specificity tends to lower AI-detection scores, because varied, concrete writing is what detectors read as human. That is a tendency, not a promise — detectors disagree with each other and change without notice. We do not claim a result from any of them, and neither should anyone else.

What the detection research actually shows →