Digital Posters AAIN 2026 Conference
P27: From Punitive to Formative: Validating the Authentic Learning Journey Over Policing Outputs in Higher Education
Professor Judyth Sachs, Studiosity
The rapid integration of generative AI in education has fundamentally disrupted traditional approaches to academic integrity. Historically, institutions have relied heavily on punitive detection models – a ‘police and punish’ paradigm seeking to retroactively identify misconduct. However, in an AI-ubiquitous environment, this reactive strategy is increasingly unreliable, contributing to heightened student anxiety and unmanageable administrative burdens for educators.
This video explores a necessary conceptual shift toward a ‘support and validate’ framework. Rather than solely policing final outputs, this proactive concept focuses on embedding formative feedback and students self-validating their authentic learning journey throughout the assessment lifecycle. By emphasising student support and process transparency, institutions can foster a positive culture of academic integrity built on trust and equitable skill development rather than surveillance.
Crucially, this poster will present exclusive, early insights from a series of global university pilots launching on July 1. These preliminary findings will illuminate the practical efficacy of the ‘support and validate’ model in real-world academic settings, offering a scalable, evidence-based alternative to punitive AI detection. Attendees will learn actionable strategies for rethinking institutional academic integrity frameworks to better support both students and educators.
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