GAIN: Generative AI literacy and kNowledge Framework Project Report

A report from some of my colleagues here at Sheffield University School of Information, Journalism and Communication, together with authors from the University of Cape Town: 
Cannizzaro, S., Abbott, P., Brooks, L., Mfengu, A., Raju, R. & Wagg, S. (2026). GAIN: Generative AI literacy and kNowledge Framework Project Report. https://doi.org/10.15131/shef.data.32336400
"In this report we present the results of a review-based study of AI literacy guidelines from a select number of British and South African Universities. The objective of this project was to conduct an initial exploration of AI literacy guidelines from an equity, diversity and inclusion (EDI) perspective across a wide spectrum of institutions in the two aforementioned contexts (UK and South Africa), establishing a foundation for a more systematic and inclusive integration of these principles within broader HEI GenAI policy guidelines. In the report, we provide some observations about distribution patterns of the guidelines across the UK and South Africa, and an outline of the extent to which GenAI literacy training frameworks appear to have incorporated principles around EDI"
Photo by Sheila Webber: fallen cherry blossoms, April 2026