@inproceedings{belzak-etal-2025-machines, title = "When Machines Mislead: Human Review of Erroneous {AI} Cheating Signals", author = "Belzak, William and Niu, Chenhao and Ortmann Lee, Angel", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Works in Progress", month = oct, year = "2025", address = "Wyndham Grand Pittsburgh, Downtown, Pittsburgh, Pennsylvania, United States", publisher = "National Council on Measurement in Education (NCME)", url = "https://aclanthology.org/2025.aimecon-wip.11/", pages = "90--97", ISBN = "979-8-218-84229-1" }