The Wrong Emergency: The Misdiagnosis of AI

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This report argues that higher education is misdiagnosing the AI crisis by focusing defensively on academic integrity and administrative efficiency rather than fundamental curriculum redesign. It outlines a twelve-month leadership action plan for senior administrators to address governance gaps, implement mandatory faculty development, and transform curricula to prepare graduates for an AI-integrated professional landscape.

“The Wrong Emergency: A Leadership Agenda for Curriculum Transformation in an AI-Present Academy,addresses a critical leadership challenge in higher education. This report argues that institutions are misdiagnosing the crisis brought on by artificial intelligence.

Currently, universities treat AI as a first-order problem to be managed defensively—focusing on academic integrity, plagiarism detection, and administrative efficiency. The report asserts this is the wrong emergency; the real, second-order problem is a profound curriculum crisis. Curricula are failing to prepare graduates for a world where AI is an inescapable professional reality. As employers increasingly demand AI fluency, critical evaluation, and ethical reasoning, graduates are entering the workforce underprepared.

The report highlights a significant governance gap: traditional curriculum review cycles are too slow, and faculty lack mandatory, structured professional development to reimagine their pedagogy. To resolve this, the report provides a 12-month action plan for senior leaders (DVCs and PVCs). This roadmap emphasizes naming the problem honestly, conducting curriculum audits, establishing accelerated pathways for curriculum amendments, and implementing mandatory faculty development to drive genuine pedagogical transformation.

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