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AI Fluency: Framework and Foundations

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Creator(s)

Joe Feller/UCC. Rick Dakan/Ringling. Anthropic/Anthropic

Organisation(s)

Anthropic, Ringling College of Art and Design, University College Cork

Discipline(s)

Generic programmes and qualifications, Information and Communication Technologies, Teaching & Learning

Topic(s)

Assessment and Feedback, Curriculum Design, Digital Learning, Open Education, Professional Development

License

CC BY-NC-SA

Media Format

Website

Date Submitted

Submitted by

Joseph Feller

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Description

This 12 lesson open course provides an introduction to the AI Fluency Framework and the four competencies of Delegation, Description, Discernment, and Diligence. c. 70 mins videos plus ungraded exercises & projects and reference handouts. Co-developed by University College Cork, Ringling College and Anthropic with support by HEA.

Benefit of this resource and how to make the best use of it

This 12 lesson open course provides an introduction to the AI Fluency Framework and the four competencies of Delegation, Description, Discernment, and Diligence. The course can be used by educators, academic developers, instructional designers, and others to build personal AI Fluency and apply it in their professional practice, and also to share directly with students to help them build AI Fluency and apply it in their academic setting. The AI Fluency Framework is both a useful descriptive framework for critically discussing human-AI interaction and an applied normative framework for skill-building. The course exercises can be adapted for formative and summative assessment. The summary handouts are conveniently presented in slide-friendly form for building presentations.

Creative Commons Attribution-NonCommercial-ShareAlike (CC BY-NC-SA)

This work is licensed under a CC BY-NC-SA license, allowing sharing and adaptation for non-commercial use with proper attribution, provided derivative works use the same license.

https://creativecommons.org/licenses/by-nc-sa/4.0/
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Anthropic/Anthropic, J. F. R. D. (28/05/2025). Ai fluency: framework and foundations. National Resource Hub (Ireland). Retrieved from: https://hub.teachingandlearning.ie/resource/ai-fluency-framework-and-foundations/ License: Creative Commons Attribution-NonCommercial-ShareAlike (CC BY-NC-SA).

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