AI humanizer services delete references to misconduct, frame their use as a rational response to flawed detectors, and appeal to advanced technology and institutional endorsement, signaling a performative cycle in higher education assessment that requires structural reform.
https://www.advance-he.ac.uk/knowledge-hub/student-academic-experience- survey-2025 Bannister, P
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Dramaturgies of Deception: AI Humanizers and the Performance of Legitimacy in Higher Education Assessment
AI humanizer services delete references to misconduct, frame their use as a rational response to flawed detectors, and appeal to advanced technology and institutional endorsement, signaling a performative cycle in higher education assessment that requires structural reform.