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Critical AI Literacy in Foreign Language Writing Instruction in the Age of Generative AI: Theoretical Framework and Pedagogical Pathways
DOI: https://doi.org/10.62381/H261604
Author(s)
Mu He*
Affiliation(s)
School of Foreign Languages and Literatures, Chongqing Normal University, Chongqing, China *Corresponding Author
Abstract
This study conceptualizes critical AI literacy to address the subjective risk of the erosion of authorial voice, cultural stance and judgmental accountability in AI-assisted writing instruction. Drawing on critical language awareness and critical information literacy, a theoretical framework grounded in the Awareness-Positionality-Strategies-Evaluation (APSE) model is established. Unlike general or generative AI literacy, critical AI literacy shifts the focus from effective tool use to the maintenance of authorial judgment in human-AI collaboration. The framework analyzes the subjective risk, embeds critical literacy into the three-stage instructional design, and establishes a three-tiered evaluation structure. It repositions APSE as a pedagogical instrument and enables the paradigm shift from technological competence to authorial agency. This study provides both theoretical basis and practical pathways for AI-mediated writing instruction.
Keywords
Critical AI Literacy; Foreign Language Writing Instruction; APSE Framework; Subjectivity; Human-AI Collaboration; Generative AI
References
[1] Wang C, Aguilar S J, Bankard J S, et al. Writing with AI: What college students learned from utilizing ChatGPT for a writing assignment. Education Sciences, 2024, 14(9):976. [2] Xu F. AI empowered cultivation of ideological depth in English writing: A teaching action research. Foreign Language World, 2025, (6):59-66, 82. [3] Sperling K, Stenberg C J, McGrath C, et al. In search of artificial intelligence (AI) literacy in teacher education: A scoping review. Computers and Education Open, 2024, 6:100169. [4] Zhang J. College students' AI-empowered foreign language learning literacy: Framework construction and scale development. Foreign Language Audio-Visual Teaching, 2025, (1):69-78, 122. [5] Wang H, Xie Y, Zhang P, et al. Pre-task planning in L2 writing: Does generative AI assistance make a difference? Journal of Second Language Writing, 2026, 72:101320. [6] Zou M L, Reinders H, Amjad F. Understanding the potential role of GenAI-mediated informal digital learning of English (GenAI-IDLE) in the Global South: AI literacy, emotions, and willingness to communicate as outcomes. ReCALL, 2026, 38(1):131-149. [7] Albeihi H H M, Rice M F. Generative AI and language diversity: Implications for teachers and learners. Arab World English Journal, 2025, 16(1):43. [8] Sun Y. Resisting homogenization in EAL writing education: Translingual practices in the rise of generative AI. TESOL Quarterly, 2026. [9] Abrams S S, Hanghøj T. Reflexive AI literacies: Conceptualizing a model for learners' critical engagement with generative AI. Pedagogies: An International Journal, 2025, 21(2):214-233. [10]Wang C, Wang Z. Investigating L2 writers' critical AI literacy in AI-assisted writing: An APSE model. Journal of Second Language Writing, 2025, 67:101187. [11]Darvin R. Identity and investment in the age of generative AI. Annual Review of Applied Linguistics, 2025, 45:1-18. [12]Veldhuis A. Critical artificial intelligence literacy: A scoping review and framework synthesis. International Journal of Child-Computer Interaction, 2025:100708. [13]Agirdag O. Beyond prompt engineering: Prompting (l)iteracy, linguistic capital, and educational inequality. Educational Theory, 2026, 76(2):206-223. [14]Pavlenko O. Who CAREs? A dialogic framework for critical AI literacy in multilingual classrooms. Inquiry: Critical Thinking Across the Disciplines, 2026, 35(1):215-238. [15]Tacelosky K, Kasun G S, Shapiro B R, et al. Exploring critical AI literacy in language education: A case study. Foreign Language Annals, 2025, 58(4):966-994. [16]Liu F, Dong Y. Why is critical thinking becoming increasingly important in the era of generative artificial intelligence? Foreign Language Audio-Visual Teaching, 2025, (1):3-10, 113. [17]Jiao J, Chen T. Large language models empowering English teaching: Four scenarios. Foreign Language Audio-Visual Teaching, 2023, (2):12-17, 106. [18]Knoth N, Tolzin A, Janson A, et al. AI literacy and its implications for prompt engineering strategies. Computers and Education: Artificial Intelligence, 2024, 6:100225. [19]Laflamme K A. Scaffolding AI literacy: An instructional model for academic librarianship. The Journal of Academic Librarianship, 2025, 51(3):103041.
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