How an AI Literacy Workshop Supports Faculty in Using Image Generators

What is it about?

This study examines how to help college faculty in creative and cultural disciplines—such as art, design, architecture, music, fashion, marketing, and IT—learn to use AI image generators in their teaching. The authors first identify what faculty actually need in order to feel prepared: technical skills, ethical awareness, pedagogical strategies, hands‑on practice, and ongoing institutional support. They then design and deliver an AI literacy workshop built around these components and evaluate how it affects faculty confidence, understanding, and readiness to adopt AI tools. Using focus groups, surveys, and live polls, the study shows that faculty often begin with low AI literacy and significant concerns, but after the workshop they report increased confidence, clearer ethical and pedagogical understanding, and greater willingness to integrate AI image generators into their courses. Overall, the work provides a research‑based model for developing AI literacy programs tailored to creative‑arts educators and highlights how such initiatives can support responsible, human‑centered adoption of generative AI in higher education.

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Photo by Markus Winkler on Unsplash

Photo by Markus Winkler on Unsplash

Why is it important?

This work is important because it addresses a major gap in higher education: most faculty in creative and cultural disciplines are suddenly expected to teach in a world where AI image generators are becoming standard tools, yet many have little training, low confidence, and significant ethical concerns. The study shows that without structured AI‑literacy support, instructors struggle to make informed decisions about how to use these tools responsibly, how to guide students, and how to protect human creativity in an AI‑rich environment. By designing and evaluating an AI‑literacy workshop tailored specifically to creative‑arts educators, we provided a practical, research‑based model that institutions can adopt. The findings demonstrated that targeted training can significantly improve faculty confidence, understanding, and readiness to integrate AI tools in thoughtful, ethical, and pedagogically sound ways. This matters not only for improving teaching today but also for shaping how future artists, designers, and cultural professionals learn to work alongside GenAIs.