My Adventures in Teaching AI Fluency to College Students: A Case for Design Literacy
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Designing AI outputs to meet real needs

Kyle Bylin is the Research and Assessment Librarian at Saginaw Valley State University, where he evaluates the impact of library resources and services on student and faculty success. He also chairs the AI Exploration Working Group and leads efforts to promote AI literacy. Before transitioning to academic librarianship, Bylin worked in music technology journalism and user experience research, holding roles at Hypebot, Billboard, Live Nation Entertainment, SoundHound AI, and Bushel. As an author, he has published three books—Divergent Streams, Promised Land, and Song Stories. His insights have appeared in The New York Times, Chicago Tribune, Rolling Stone, NPR, Marketplace, and MTV News.
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Designing AI outputs to meet real needs
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Libraries and technology have always coevolved
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AI vibe coding opens up new possibilities for library resources
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The Intelligence Age is here—and libraries must evolve
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Moving from AI literacy to AI fluency
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How can librarians prepare for rapid developments in AI?