Academic Text Humanizer
Strips AI-generated writing patterns from academic and economics research papers while preserving technical terminology and formal structures.
The Academic Text Humanizer is a specialized tool for researchers and social scientists who use AI to assist in drafting but need to eliminate the distinct 'AI-voice' from their final manuscripts. It scans documents for 24 specific patterns across structural, lexical, rhetorical, and formatting categories—such as the overuse of 'moreover,' formulaic triplet lists, and specific lexical tells like 'delve' or 'landscape.' Unlike generic rewriters, this skill is specifically adapted for econometrics and social sciences; it preserves LaTeX math environments, maintains citation density, and respects technical vocabulary such as heteroskedasticity-robust or fixed effects, ensuring that the final output sounds authentic, professional, and peer-review ready.