DIGITAL LIBRARY
NAVIGATING AI IN ACADEMIA: A PILOT STUDY ON CRITICAL USE FOR ASSIGNMENTS
1 Universitat Jaume I (SPAIN)
2 Technological University Dublin (IRELAND)
About this paper:
Appears in: INTED2026 Proceedings
Publication year: 2026
Article: 2192
ISBN: 978-84-09-82385-7
ISSN: 2340-1079
doi: 10.21125/inted.2026.2192
Conference name: 20th International Technology, Education and Development Conference
Dates: 2-4 March, 2026
Location: Valencia, Spain
Abstract:
This pilot study explores the structured integration of a generative Artificial Intelligence (AI) tool into the development of an academic assignment within higher education. It proposes and tests a three-phase model of critical engagement. Initially, students used AI resources to assist in researching and drafting their work. Subsequently, they entered an analytical phase to identify errors, omissions, and inaccuracies in the AI's output. The process culminated in a critical evaluation of the AI resource itself, assessing its limitations and ethical implications.

Survey results revealed positive and promising outcomes. Students found the methodology both highly engaging and disruptive, reporting a valued development of critical digital literacy. The pilot has stimulated significant debate on the ethical dimensions of AI in academia, highlighting its substantial impact. The study concludes that this structured, critical approach can harness AI's transformative potential while foregrounding essential evaluative competencies and ethical scrutiny.
Keywords:
Artificial Intelligence in Education, Critical Pedagogy, Academic Integrity.