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Instructors' Guide to Generative AI

generative ai literacy: a guide for instructors. to the right: a picture of a college in the fall

Image created by Google's Gemini, 2.5 Flash, from the prompt "Create an image of Hood College in Frederick, MD," July 23, 2025.

What is AI Literacy?

AI Literacy in Teaching and Learning (ALTL) involves understanding the fundamentals of how AI works; critically evaluating the application of AI tools in teaching, scholarship, and the management of educational priorities; and maintaining vigilance in evaluating tools and techniques to protect against bias, misuse, and misapplication of these powerful models. ALTL also demands a commitment to ethical usage, ensuring that AI tools are applied transparently and responsibly, with an awareness of their societal impacts.

four frames: technical, evaluative, practical, and ethical

From Kassorla, Georgieva, and Papini's "AI Framework in Teaching and Learning: A Durable Framework for Higher Education," in Educause, 2024.