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Artificial Intelligence Literacy and Competency in Pre-Service Teacher Education

Hsu, Hsiao-Ping orcid logoORCID: 0000-0002-3943-2690 (2026) Artificial Intelligence Literacy and Competency in Pre-Service Teacher Education. Encyclopedia, 6 (4). p. 76. ISSN 2673-8392

Abstract
Artificial Intelligence (AI) literacy and competency in pre-service teacher education refer to a programme-level implementation that enables teachers to work with AI systems effectively, critically, and ethically across university coursework, school placements, and early-career practice. This includes not only capability, but also professional enactment, where teachers apply AI-related knowledge in context-sensitive and pedagogically grounded ways. AI literacy refers to a shared knowledge base for understanding how AI systems generate outputs, how to evaluate and verify AI-supported information, and how to reason about task–tool fit in relation to fairness, privacy, transparency, accountability, academic integrity, equity, and environmental sustainability. AI competency refers to the application of this literacy in routine professional tasks, such as designing and justifying AI-informed teaching, learning, and assessment, protecting students’ and school data, documenting decisions, and revising AI-supported materials after checking for reliability, transparency, accountability, and equity. Together, literacy and competency extend beyond personal use of AI by preparing future teachers to support students’ creative, critical, and ethical engagement with AI, while keeping classroom practice aligned with educational goals, objectives, and values.
Metadata
Item Type:Article (Published)
Refereed:Yes
Uncontrolled Keywords:AI literacy; AI competency; pre-service teacher education; generative AI; ethics; socio-technical systems
Subjects:Computer Science > Artificial intelligence
Social Sciences > Education
Social Sciences > Teaching
DCU Faculties and Centres:DCU Faculties and Schools > Institute of Education
DCU Faculties and Schools > Institute of Education > School of STEM Education, Innovation, & Global Studies
Publisher:MDPI AG
Official URL:https://www.mdpi.com/2673-8392/6/4/76
Copyright Information:Author
ID Code:32559
Deposited On:05 May 2026 10:36 by Vidatum Academic . Last Modified 05 May 2026 10:36
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