3 papers
cs.HC2026
'A bit of chaos and madness': The AI Assessment Scale and the work of assessment reform
Mike Perkins, Darius Postma, Jasper Roe +2
Generative artificial intelligence (GenAI) has intensified pressure on universities to redesign assessment while maintaining integrity, equity, and validity. Structured frameworks…
cs.CY2026
A Peek Behind the Curtain: Using Step-Around Prompt Engineering to Identify Bias and Misinformation in GenAI Models
Don Hickerson, Mike Perkins
Step-around prompting is a form of adversarial prompt engineering in which a user strategically reframes, sequences, or contextualises requests to test whether a generative AI mode…
cs.HC2026
Dramaturgies of Deception: AI Humanizers and the Performance of Legitimacy in Higher Education Assessment
Jasper Roe, Mike Perkins, Peter Bannister +2
Artificial intelligence (AI) has disrupted assessment in higher education and accelerated a cycle of compounding performances. Institutional policies demand the demonstration of in…