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April 19, 20260 citationsOpen Access

Learning from Student Perspectives on AI: Considerations for AI Literacy Instruction

MVMadison Veeneman

Key Points

  • This study aims to understand how students perceive and use generative AI tools, informing AI literacy instruction.
  • Conducted focus groups with undergraduates at the University of North Carolina
  • Analyzed data using thematic analysis to identify key themes
  • Assessed findings against a definition of AI literacy
  • Students display a wide range of perceptions regarding generative AI tools
  • Emergent themes highlight both excitement and concern over AI use
  • Suggestions for enhancing critical AI literacy instruction are proposed

Abstract

As generative AI tools have rapidly developed and been made publicly available over the past two years, a growing body of literature is exploring how to define and teach AI literacy, as well as how students view and use generative AI. This study builds on this work and explores students’ use, perception, and evaluation of generative AI tools via focus groups with undergraduates from the University of North Carolina, Chapel Hill. The data was coded and analyzed thematically, and the findings extend our understanding of student perspectives on generative AI. The results are assessed against a definition of AI literacy, and suggestions for future directions in library instruction on critical AI literacy are offered.

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Cite This Study

Madison Veeneman (2026) studied this question.

synapsesocial.com/papers/69e473ff010ef96374d8fba4https://doi.org/10.17615/amht-st40
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Exploring generative AI literacy in higher education: student adoption, interaction, evaluation and ethical perceptions2024 · 89 citations
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  3. 3Generative AI in English Sixth Form Education: Student Use, Perceptions, and Literacy Gaps2025
  4. 4Educating in the Age of GenAI: Exploring AI Literacy Through Mutual Reinforcement in Higher Education2026 · 1 citations
  5. 5Defining Critical AI Literacy in the Context of Corporate Narratives2026