Alternative Title
The Four Guardrails of Applied Artificial Intelligence (AI) in Higher Education
Contributor
University of Central Florida. Faculty Center for Teaching and Learning; University of Central Florida. Division of Digital Learning; Teaching and Learning with AI Conference (2025 : Orlando, Fla.)
Location
Seminole B
Start Date
29-5-2025 11:30 AM
End Date
29-5-2025 11:55 AM
Publisher
University of Central Florida Libraries
Keywords:
Generative AI; Ethical challenges; Higher education; Strategic framework; Responsible use
Subjects
Artificial intelligence--Educational applications; Artificial intelligence--Moral and ethical aspects; Education, Higher--Moral and ethical aspects; Artificial intelligence--Study and teaching (Higher); Universities and colleges--Technological innovations
Description
Generative AI is reshaping higher education, offering transformative opportunities for teaching, research, and administration. However, its adoption also raises critical ethical and operational challenges. This presentation introduces The Four Guardrails of Generative AI Implementation in Higher Education- a strategic framework to ensure responsible and effective use of AI. The guardrails focus on Fairness and Inclusivity, fostering equitable student outcomes and unbiased practices; Transparency and Accountability, building trust through explainable AI and clear governance; Privacy and Security, safeguarding sensitive academic and student data; and Human Collaboration and Creativity, positioning AI as a tool to enhance, not replace, human expertise. By embracing these principles, institutions can navigate the complexities of AI while advancing equity, innovation, and trust in the academic community.
Language
eng
Type
Presentation
Format
application/pdf
Rights Statement
All Rights Reserved
Audience
Faculty; Administrators
Recommended Citation
Stafford, Dr. Tim, "The Four Guardrails of Applied AI in Higher Education" (2025). Teaching and Learning with AI Conference Presentations. 56.
https://stars.library.ucf.edu/teachwithai/2025/thursday/56
The Four Guardrails of Applied AI in Higher Education
Seminole B
Generative AI is reshaping higher education, offering transformative opportunities for teaching, research, and administration. However, its adoption also raises critical ethical and operational challenges. This presentation introduces The Four Guardrails of Generative AI Implementation in Higher Education- a strategic framework to ensure responsible and effective use of AI. The guardrails focus on Fairness and Inclusivity, fostering equitable student outcomes and unbiased practices; Transparency and Accountability, building trust through explainable AI and clear governance; Privacy and Security, safeguarding sensitive academic and student data; and Human Collaboration and Creativity, positioning AI as a tool to enhance, not replace, human expertise. By embracing these principles, institutions can navigate the complexities of AI while advancing equity, innovation, and trust in the academic community.