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Navigating the Dual Challenge: A Strategic Framework for Ethical and Pedagogical Integration of Generative AI in Higher Education
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The exponentially rapid ascent of Generative Artificial Intelligence (GenAI) and merging into multiple levels and niches of the higher education ecosystem has created a demand for approaches capable of tending to an ever-growing number of teaching staff who feel as if they are falling behind and incapable of keeping up and catching up with all that is being done regarding GenAI. This paper proposes a Strategic Framework for the ethical integration of Generative AI, developed through an exploratory initiative at the Viseu School of Education (ESEV), which has tackled these challenges and has worked towards the iterative and participative design of a strategic and scalable framework for the critical and its responsible integration of GenAI into faculty teaching practice. The work details the methodological architecture and operational indicators of this framework to ensure its scalability across higher education contexts. The multi-phase methodology adopted employs a robust mixed-methods approach, which includes a comprehensive assessment to diagnose faculty AI literacy, adoption patterns, and ethical practice and risk perceptions. Data collected informs the subsequent systematic inventory of high-utility tools and the establishment of a dedicated, interdisciplinary Study Group for continuous knowledge of co-creation. The project also includes the design and deployment of subject-specific, practical workshops focused on developing both the technical proficiency and critical pedagogical competencies required for effective integration of GenAI in teaching activi- 2 ties. It culminates in the delivery of evidence-based pedagogical recommendations and a comprehensive Faculty Manual for Ethical AI Integration. This project is not merely a context-specific case study but rather provides a transferable and potentially replicable framework for higher education institutions, aiming to enhance the quality of teaching and proactively cultivate an ethically grounded culture of innovation in the age of AI.
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Generative Artificial Intelligenc Higher Education Pedagogical Innovation Lecturer Training AI Literacy