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AI Literacy and Governance as Foundations for Ethical AI : A Cross-National Review of Government Strategies

Year of publication

2025

Authors

Karimov, Ayaz; Saarela, Mirka

Abstract

The increasing deployment of artificial intelligence (AI) across various sectors has prompted nations to develop comprehensive strategies for governing AI technologies, with a growing emphasis on improving ethical AI practices. This paper presents a cross-national review of government AI strategies by focusing on how AI literacy and governance frameworks contribute to the ethical deployment of AI. By analyzing AI strategies from five regions: the United States of America, the European Union, China, Canada, and Singapore, the paper explores how these governments address the challenge of building AI literacy and governance mechanisms to support responsible AI development. The study examines the role of AI literacy in empowering stakeholders—including policymakers, developers, and the general public—to understand, evaluate, and ethically engage with AI systems. The review identifies best practices, governance mechanisms, and gaps in national strategies and recommends strengthening AI literacy and governance as foundational elements for ethical AI. This research contributes to the global discourse on AI ethics by highlighting the critical role of literacy and policy in promoting trustworthy and socially beneficial AI deployment.
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Organizations and authors

University of Jyväskylä

Karimov Ayaz Orcid -palvelun logo

Saarela Mirka Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Conference

Article type

Other article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A4 Article in conference proceedings

Open access

Open access in the publisher’s service

No

Self-archived

Yes

Other information

Fields of science

Computer and information sciences; Educational sciences

Keywords

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Identified topic

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Publication country

United States

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.1109/CITREx64975.2025.10974932

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes