Beating the Style Detector: Three Hours of Agentic Research on the AI-Text Arms Race

Andreas Maier, Moritz Zaiss, Siming Bayer

Reproducing an empirical NLP study used to take weeks. Given the released data and a modern agentic-research harness, we redo every experiment of a recent ACL\,2026 study on person…