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May 7, 2026Current Issues in Education0 citationsOpen Access

Learners Do Not Trust GenAI, but They Find It Useful Anyway: Pedagogical Implications of the Enduring Allure of GenAI for Learning

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CEChristopher EatonAFAiya Farhan

Key Points

  • To explore how learners integrate generative artificial intelligence (GenAI) into their education.
  • Constructivist grounded theory analysis of student experiences
  • Secondary analysis of semi-structured interviews
  • Focus on former first-year writing students
  • Students exhibit skepticism about GenAI's reliability
  • GenAI tools are seen as alluring for learning support
  • Discrepancy in evaluating GenAI outputs versus its accessibility as a learning tool

Abstract

This paper explores how learners integrate generative artificial intelligence (genAI) as part of their wider education. It used a constructivist grounded theory analysis of 35 former first-year writing students' experiences with AI tools. The paper reports on the results from a secondary analysis of the semi-structured interview portion of the project. This analysis suggested that there was a discrepancy in how students used genAI to support their learning: while learners demonstrated skepticism about genAI's reliability, they continued to find genAI tools alluring for learning support. The results place a spotlight about the quality of learners’ abilities to distinguish the quality of genAI’s outputs from its accessibility as a tool to support learning. In one sense, learners were able to determine when and how genAI might be best used to support their learning. In another sense, their discussions placed less emphasis on evaluating the outputs themselves. This paper will grapple with this discrepancy to consider ways that teachers could support learners as they integrate genAI in their learning processes.

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Cite This Study

Eaton et al. (2026) studied this question.

synapsesocial.com/papers/69fbefa3164b5133a91a3887https://doi.org/10.14507/cie.vol27iss2.2395
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Also Consider

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

  1. 1The use and usefulness of GenAI in higher education: student experience and perspectives2026 · 11 citations
  2. 2How Students and Teachers Worldwide Are Adapting to AI2025 · 1 citations
  3. 3AI or nay? How students balance the benefits and limitations of generative AI in higher education2026
  4. 4Attitudes Towards the Use of Generative AI in Education: Triangulating the Perspectives of Students, Teachers, and Industry Professionals2025
  5. 5The Impact of Generative AI on University Students’ Learning Experience2025 · 4 citations