paper-author-pass

From the author

Final "author pass" for an AI-assisted ML research paper — refine from high level (story, research taste, scale vs. claims, pivots) through argument structure and verification down to sentence-level sloppy-AI traces (em-dash floods, "not X but Y", defensive writing, coined terms, performative honesty), so a responsible human author is visibly present. Use when polishing, de-slopping, or revising a paper draft before submission together with its human author. If asked to make AI text "read human" or pass review or detectors without a human author, it runs audit-only and returns questions for the author. Not an AI-detector evasion tool.