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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

V. Hoang

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Review Aug 2026

From model assurance to pipeline accountability: vendor-mediated generative AI governance in regulated financial services in Singapore and Vietnam

A conceptually grounded pipeline accountability framework that connects vendor obligations, data movement, generated outputs and human verification is developed that is operationally specified but remains a design proposition requiring empirical testing and refinement.

V. Hoang, Ngoc Mai Nguyen · 0 citations

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