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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

Author

Mia Wilson

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Open access Aug 2026

When AI Policies Fail in Practice: Shadow AI as a Structural Policy–Practice Governance Misalignment

The study develops a diagnostic framework that identifies three constitutive dimensions of misalignment and suggests that adaptive governance models incorporating structured flexibility such as curated AI tool marketplaces and expedited approval pathways are theoretically more effective than highly rigid governance reg...

Mia Wilson, Ethan Moore · 0 citations

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