Artificial intelligence (AI) holds significant implications for higher education; however, references to AI in the literature are often vague and open to debate. In order to understand how to progress AI-related research and analysis, this critical review systematically searched top higher education journals for references to the term ‘artificial intelligence’. We reviewed definitions and conducted a discourse analysis of included texts. Our findings identify few, confusing definitions and little overt reference to AI as a research object. We delineated two Discourses. The Discourse of imperative change outlines how AI is seen as an inevitable change to which all must respond. Additionally, the Discourse of altering authority describes how texts position AI as decentring the teacher and spreading authority across staff, machines, corporations and students. Our analysis prompts a call for new research foci that attend to the social implications of AI, including tracing accountability in AI-mediated practices and exploring how AI influences learning and teaching relationships.

The widening participation agenda means that students will be entering degree courses with increasingly diverse needs, particularly with respect to the academic skills necessary for successful tertiary study in Australia. This paper presents findings from a mixed methods project investigating first year social work students' perceived role in academic skills and their development. Students expressed the perception that academic skill requirements and how they would be assessed should be made explicit, and identified a stigma associated with accessing study support services. The paper concludes that an intentional design strategy, such as embedding academic skills into the curriculum, helps bridge the different expectations between academics and students in the teaching and learning of academic skills, and hence constitutes a socially inclusive strategy to teaching professional courses such as social work, within higher education. Recommendations to enhance the success and sustainability of such an initiative in the current higher education environment are offered.

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