Author

Nitesh V. Chawla

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Preprint Aug 2026

Why AI Detection Fails for Academic Integrity

Institutions use commercial AI detectors for academic integrity, yet detectors cannot distinguish AI editing from full LLM drafts and may treat both as misconduct and should not serve as standalone misconduct evidence.

Jonathan A. Karr, Grigorii Khvatskii, Hua Ting et al. · 0 citations