Style as a Confound: False Positives in AI Detection of Non-Native Academic Writing

Hyeonchu Park, Gahye Jeong, Bugeun Kim

AI text detectors are increasingly employed in academic settings, but it remains unclear whether their outputs reflect AI authorship itself or broader linguistic features associate…