Evaluating AI-Generated Content: A Practical Guide for Educators, Librarians and Information Professionals

Generative AI is changing how we teach, learn, and create -  but it also brings risks of misinformation, bias, and over-reliance. How can educators and information professionals make sense of it all?

In Evaluating AI-Generated Content: A Practical Guide for Educators, Librarians, and Information Professionals, Victoria Antwi offers a practical roadmap for engaging with AI critically and effectively. Rather than banning or blindly trusting these tools, this book shows how to evaluate AI outputs with accuracy, fairness, clarity, and relevance in mind.

Inside, readers will find:

• A clear introduction to how large language models work

• The Triple R Strategy (Read, Relevance, Represent) for evaluation

• Rubrics and activities for classroom and professional use

• Guidance for addressing hallucinations, bias, and ethical concerns

• Institutional strategies for integrating AI responsibly

Blending theory and practice, this guide empowers readers to confidently navigate the age of AI. For students, educators, librarians, and researchers, it is both a timely resource and a call to uphold integrity in a rapidly evolving information landscape.

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