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March 8, 2026International Journal of Technology and Design Education3 citationsOpen Access

Discipline-Specific AI literacy (DiSAIL): a theoretical framework for situated engagement with generative AI in education

KSKarin StolpeALAndréas LarssonMFMarlene Johansson Falck

Key Points

  • The aim is to develop a framework that enhances understanding of student engagement with generative AI in educational settings.
  • Introduced the DiSAIL model based on existing frameworks for technological literacy.
  • Integrated insights from linguistics, literacy studies, and learning theory.
  • Outlined two facets of the model: potential for DiSAIL and enactment of DiSAIL.
  • Proposed framework shifts focus from mere tool adoption to deeper pedagogical engagement.
  • Highlighted the importance of recognizing needs and contributing to disciplinary reasoning.
  • Provided a basis for empirical research and instructional design in AI-integrated learning environments.

Abstract

Abstract As generative AI (genAI) tools become increasingly integrated into educational settings, there is a growing need to understand how students engage with these technologies, not merely as users of information, but as participants in new forms of literacy practices. While existing frameworks for AI literacy often emphasise general competencies and technical understanding, they tend to overlook the disciplinary, linguistic, and epistemic dimensions of AI use in education. This article introduces the Discipline-Specific AI Literacy (DiSAIL) model, a conceptual framework that integrates perspectives from linguistics, literacy studies, and learning theory. The DiSAIL model derives from a model for technological literacy and consists of two interrelated facets: potential for DiSAIL , including disciplinary literacy, AI competencies, and AI acceptance, and enactment of DiSAIL , which captures how learners recognise needs, articulate problems, contribute to disciplinary reasoning, and analyse the consequences of AI use. By framing genAI interaction as a situated literacy practice, DiSAIL shifts the focus from tool adoption to pedagogical agency and from generic digital skills to meaningful disciplinary participation. The model offers a foundation for both empirical research and instructional design, supporting educators and researchers in developing AI-integrated learning environments that are epistemologically grounded, ethically aware, and pedagogically aligned.

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Cite This Study

Stolpe et al. (2026) studied this question.

synapsesocial.com/papers/69ada8a1bc08abd80d5bbbcdhttps://doi.org/10.1007/s10798-026-10060-3
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