RAIL-Ed is an integrative, developmental, and dialectical framework for generative AI literacy in K-12 teacher education, built from a systematic review of 67 studies and specifying six interdependent pillars with a three-level maturity rubric.
Shahin Hossain, Sima Ahmadi, Leqi Li, Idowu David Awoyemi, Wei Huang, Chenxi Zhou, Jujia Li, Samaa Haniya, Shapla Khanam, Tasbirun Mashreka Subaha — arXiv (cs.CY / cs.HC) preprint, 2026 (UMBC, Kent State, Penn State, University of Alabama, etc.). 📄 Full text (arXiv)
Synthesis
Developed through a systematic review and qualitative framework analysis of 67 studies (2023-2025), grounded in critical, pragmatist, sociocultural, and human-centered traditions (Freire, Dewey, Vygotsky, Shneiderman).
Specifies six interdependent pillars: Technical Fluency, Critical Evaluation, Human-AI Collaboration, Contextual Awareness, Ethical Reasoning, and Empowered Agency — the absence of any pillar produces a characteristic pedagogical failure.
Developmental: a three-level rubric (Emerging, Competent, Advanced) describes how each pillar matures across the K-12 teacher-preparation continuum.
Dialectical: the same generative affordance can deepen or displace learning depending on teacher literacy, making literacy cultivation — not tool adoption — the object of design.
Aligned with the UNESCO AI Competency Framework for Teachers and the OECD/European Commission AILit Framework; advances falsifiable propositions for empirical validation.
Related Pages
- ai-literacy — the broader AI literacy concept
- ai-literacy-in-higher-education — AI literacy in higher education contexts
- ai-literacy-continuum-higher-education — developmental views of AI literacy
- teacher-role — the teacher role in AI-enabled classrooms
- faculty-development — preparing educators for AI
- educational-theory — theoretical foundations of learning with AI
- generative-ai — generative AI in education
Citation
APA: Shahin Hossain, Sima Ahmadi, Leqi Li, Idowu David Awoyemi, Wei Huang, Chenxi Zhou, Jujia Li, Samaa Haniya, Shapla Khanam, Tasbirun Mashreka Subaha (2026). Rethinking Generative AI Literacy: An Integrative, Developmental, and Dialectical Framework for K-12 Teacher Education. arXiv:2608.01705. arXiv (cs.CY / cs.HC) preprint.