Ole Miss researcher helps write national guide to classroom AI

A University of Mississippi researcher helped put Oxford at the center of a national push to define what AI means in the classroom. The Norton Guide to AI-Aware Teaching was announced June 17, and it is built to help instructors decide whether to embrace artificial intelligence, prohibit it or set limits that fall somewhere in between.

The co-authors listed by W. W. Norton are Annette Vee, Marc Watkins and Derek Bruff. Norton says the guide is meant to help instructors teach with confidence in the age of AI and offers flexible guidance across disciplines, a sign that the same technology now affecting English papers, lab reports and classroom discussion is being treated as a campuswide policy issue, not a niche concern.

Watkins, who directs the Mississippi AI Institute for Teachers, serves as assistant director of academic innovation and is a lecturer in writing and rhetoric at Ole Miss. The university says the Mississippi AI Institute for Teachers was created by the Department of Writing and Rhetoric with seed funding from the Institute of Data Science, and that the AI Task Force was charged with writing suggested guidelines for the provost on best practices for AI.

For Lafayette County readers, the significance is immediate: the people shaping this national guide are also shaping what may happen in Oxford classrooms this semester. A professor who decides to allow AI in one course, ban it in another, or require disclosure and documentation for its use is making a choice that can affect how students learn to write, how they are graded and how they prepare for local jobs where AI tools are already appearing in offices, schools and other Mississippi workplaces.

Higher education has been wrestling with those questions since ChatGPT arrived in November 2022. Cheating, take-home essays, assignment design and academic honesty have all been pulled into the same conversation, and Watkins has warned about AI creeping into commercial and higher-education software without users asking for it. In 2024, he said the institute was offering AI workshops for faculty across the university and K-12 teachers in the region.

Ole Miss has already been building that pipeline. The university hosted a winter AI institute for teachers in January 2025 and a spring institute in May 2025, both aimed at practical teaching strategies. In March 2025, Ole Miss said it joined the NextGenAI collaboration and was the only Mississippi institution and one of only three Southeastern Conference universities invited.

The e-book edition of The Norton Guide to AI-Aware Teaching is scheduled for July, with a hardcover planned for September. By then, the bigger question in Oxford may not be whether AI belongs in class, but which courses will allow it, which will restrict it and what students must know before they leave Ole Miss and enter the workforce.