prompt-literacy
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- PaperTESOL Quarterly16 Jul 2026
Fostering Fine‐Tuned Prompt Literacy for Multimodal Writing: A Systemic Functional Linguistics‐Informed Framework
Xiao Tan, Chaoran Wang, Ruonan Zhao
This paper introduces a Systemic Functional Linguistics-informed pedagogical framework for fine-tuned prompt literacy in GenAI-assisted multimodal writing. It demonstrates that separating instruction on multimodal and GenAI literacies hinders effective multimodal composition, and that the framework, which guides students in designing prompts based on ideational, interpersonal, and textual metafunctions, enhances GenAI-integrated digital multimodal composing in ESL writing courses.
Original abstract
The rise of GenAI‐powered image generation tools presents new opportunities for English learners to engage in digital multimodal composing (DMC) in both creative and critical ways. At the same time, it calls for a reconceptualization of DMC pedagogy in language education. In this article, we build on the concept of fine‐tuned prompt literacy (Kang & Yi, 2023) in the context of GenAI‐assisted multimodal writing and introduce a pedagogical framework informed by Systemic Functional Linguistics (SFL) to support its development and implementation. We conceptualize fine‐tuned prompt literacy at the intersection of multimodal literacy and GenAI literacy, emphasizing the need for students to envision meaningful GenAI outcomes and engage with GenAI tools critically and strategically. Drawing on our research on ESL students' photo essay creation with GenAI image generators, we show that separating instruction on multimodal and GenAI literacies may hinder students' process of creating multimodal resources in an intentional and rhetorically effective way. To address this gap, we present an SFL‐informed framework that guides students in designing prompts based on the ideational, interpersonal, and textual metafunctions. Teaching observation and students' writing from a first‐year ESL writing course illustrates the framework's potential to enhance GenAI‐integrated DMC instruction. This brief report offers both theoretical insights and practical strategies for teaching multimodal writing in the era of GenAI.
- PaperReCALL5 May 2026
Involving AI in the development of intercultural competence: Exploring the role of ChatGPT in fostering cognitive flexibility
Isabelle Drewelow
This study investigates whether interacting with ChatGPT supports perspective shifting and cognitive flexibility in a university-level LSP French course. Analysis of student interviews reveals that while concerns about AI content legitimacy existed, the tool enabled some students to adopt emic stances and reflect on interpretive limits. Prompt literacy emerged as crucial for fostering dynamic partnerships with ChatGPT for intercultural competence development.
Original abstract
This study investigates whether and how interacting with ChatGPT may offer a context that supports perspective shifting and the development of cognitive flexibility, defined as the capacity to move between etic (outsider) and emic (insider) perspectives. Drawing on individual interviews with students enrolled in an advanced university-level Language for Specific Purposes (LSP) French course focused on marketing and advertising in France, this qualitative study examines students’ perspectives on their experiences using ChatGPT to conduct market research on French consumer needs and preferences. The analysis reveals that while students expressed concerns about the legitimacy, authenticity, and cultural positioning of AI-generated content, the interactive and conversational nature of the tool enabled some students to experiment with culturally unfamiliar roles, adopt emerging emic stances, and reflect on the limits of their interpretive frameworks. However, co-creative engagement or shared agency with ChatGPT was not automatic and depended on prompt design, tolerance for ambiguity, and the negotiation of subjective positioning. Rather than facilitating perspective transformation, ChatGPT-supported interactions appeared to foster more modest but meaningful shifts in interpretive positioning and dialectical thinking. The study points to prompt literacy as crucial for fostering more dynamic partnerships with ChatGPT and enabling students to explore alternative perspectives and roles in ways that support the development of intercultural competence in the L2 classroom.