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Generative AI Literacy: A Comprehensive Framework for Literacy and Responsible Use

Published: April 26, 2025 | arXiv ID: 2504.19038v1

By: Chengzhi Zhang, Brian Magerko

Potential Business Impact:

Teaches people to use AI tools wisely.

Business Areas:
Machine Learning Artificial Intelligence, Data and Analytics, Software

After the release of several AI literacy guidelines, the rapid rise and widespread adoption of generative AI, such as ChatGPT, Dall E, and Deepseek, have transformed our lives. Unlike traditional AI algorithms (e.g., convolutional neural networks, semantic networks, classifiers) captured in existing AI literacy frameworks, generative AI exhibits distinct and more nuanced characteristics. However, a lack of robust generative AI literacy is hindering individuals ability to evaluate critically and use these models effectively and responsibly. To address this gap, we propose a set of guidelines with 12 items for generative AI literacy, organized into four key aspects: (1) Guidelines for Generative AI Tool Selection and Prompting, (2) Guidelines for Understanding Interaction with Generative AI, (3) Guidelines for Understanding Interaction with Generative AI, and (4) Guidelines for High Level Understanding of Generative AI. These guidelines aim to support schools, companies, educators, and organizations in developing frameworks that empower their members, such as students, employees, and stakeholders, to use generative AI in an efficient, ethical, and informed way.

Country of Origin
🇺🇸 United States

Page Count
14 pages

Category
Computer Science:
Human-Computer Interaction