Prompt Engineering as Rhetorical Practice: Redefining Literacy in AI-Mediated Education

Abstract

This study examines prompt engineering as an emerging form of rhetorical practice and positions it as a critical component of literacy in AI-mediated educational environments. With the increasing integration of generative artificial intelligence tools in academic and professional contexts, the act of composing prompts has evolved into a strategic communicative process that shapes knowledge production and textual outcomes. Drawing on classical and contemporary rhetorical theories, this paper conceptualizes prompt design as a form of purposeful discourse involving audience awareness, genre conventions, and contextual framing.

Using a qualitative and conceptual research approach, the study analyzes prompt–response interactions to identify key rhetorical strategies such as role-based prompting, constraint-setting, and iterative refinement. The findings indicate that effective prompt construction mirrors traditional writing practices, requiring clarity of intent, metacognitive awareness, and critical engagement with language. Furthermore, the study highlights the pedagogical implications of prompt literacy, arguing that it should be integrated into English Studies curricula to enhance critical thinking, digital competence, and ethical awareness in AI-assisted writing environments.

The paper also addresses broader societal and educational implications, including challenges related to authorship, academic integrity, and algorithmic bias. It concludes that prompt engineering represents a transformative shift in literacy practices, redefining the role of the writer from content producer to rhetorical designer in human–AI interaction. This reconceptualization contributes to ongoing discussions in education, society, and policy regarding the future of literacy in the digital age.