AI detectors misclassify AI-edited abstracts as misconduct in a controlled study of English abstracts from 2013–2015 vs 2023–2025
Read the original at arxiv.org→arXiv:2608.11256v1 Announce Type: new Abstract: Institutions use commercial AI detectors for academic integrity, yet detectors cannot distinguish AI editing from full LLM drafts and may treat both as misconduct. In...
Original headline: "Why AI Detection Fails for Academic Integrity"
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- Aug 13, 04:00 UTC arXiv cs.LG lead source Why AI Detection Fails for Academic Integrity