HumanPen https://wf.sofita.noho.st/humanpenr15/ Document-level polish notes Sat, 31 Oct 2026 06:55:45 +0200 Leave the method section when the detector redraws the spans https://wf.sofita.noho.st/humanpenr15/leave-the-method-section-when-the-detector-redraws-the-spans <![CDATA[When a detector redraws its highlight map, the method section is the part that should stay put. Numbers, reagent names, and the order of steps are claims. Rewriting them because a nearby paragraph lit up usually changes the study you meant to describe. Export the file. Leave the method, the tables, and the reference list frozen. Then revise only the continuous-prose spans the report marked, and read the argument again to confirm it still matches the method you kept. That is document-level polish, the job HumanPen (https://humanpen.net) is built for. Keep similarity and AI-writing scores in separate mental buckets. A calmer similarity number does not erase an AI-writing highlight. Disagreement between tools is a fairness question. HumanPen does not sell rankings or guaranteed clearance. It helps you work the marked spans while the method section stays yours. — Charles Li / HumanPen ]]> When a detector redraws its highlight map, the method section is the part that should stay put. Numbers, reagent names, and the order of steps are claims. Rewriting them because a nearby paragraph lit up usually changes the study you meant to describe.

Export the file. Leave the method, the tables, and the reference list frozen. Then revise only the continuous-prose spans the report marked, and read the argument again to confirm it still matches the method you kept. That is document-level polish, the job HumanPen (https://humanpen.net) is built for.

Keep similarity and AI-writing scores in separate mental buckets. A calmer similarity number does not erase an AI-writing highlight. Disagreement between tools is a fairness question.

HumanPen does not sell rankings or guaranteed clearance. It helps you work the marked spans while the method section stays yours.

— Charles Li / HumanPen

]]> https://wf.sofita.noho.st/humanpenr15/leave-the-method-section-when-the-detector-redraws-the-spans Mon, 19 Oct 2026 20:48:07 +0300