humanization

The article provides 7 prompts to improve AI-generated writing to sound more human, natural, and scholarly.

This paper evaluates commercial AI detectors in academic settings, finding high false-positive rates on AI-assisted human writing and near-total evasion via humanizers, concluding detector scores should not be standalone misconduct evidence.

Humanizer is a tool that rewrites AI-sounding text to read more naturally using 35 patterns from Wikipedia's Signs of AI writing, while preserving factual accuracy and allowing style matching.