Author

Jonathan A. Karr

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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. In a controlled study of published English abstracts (four domains; 2013 to 2015 vs. 2023 to 2025), we quantify this policy failure under proxy human/AI lab...

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