A seven-domain typology of ten AI-driven public-sector cyber-governance failures, with a five-framework coverage matrix showing Shadow AI, speed asymmetry, and governance vacuum are not addressed at operational specificity.
AI Ethics 5(2), 883–910 (2025)
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AI Deployment and Cyber Governance Failures in Public-Sector Organizations: A Typological Analysis
A seven-domain typology of ten AI-driven public-sector cyber-governance failures, with a five-framework coverage matrix showing Shadow AI, speed asymmetry, and governance vacuum are not addressed at operational specificity.