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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Xiao-Ran Ma

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Conference Open access Jul 2026

Collaborative Governance and Algorithmic Accountability: Regulating Risks and Restructuring Organizations for AI Integration

A normative analysis of thirteen recent studies on the challenges of technology implementation, ethical trust, and legal regulation suggests that the current governance dilemma stems not only from technological limitations but also from institutional neglect, which enables accountability avoidance.

Xiao-Ran Ma · 0 citations

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