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Ziya Anjum Ziya Anjum

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Jul 2026

Evaluating AI Risk and Governance in Generative AI Systems: A Prompt-Level Analysis

The Prompt-Level AI Risk Governance Framework (PLAIRGF), a four-phase architectural model covering Prevention, Detection, Response, and Continuous Improvement, is introduced, with a structured alignment between PLAIRGF controls and international compliance standards, offering organizations a practical, audit-ready foundation for deploying LLM-based systems securely.

Dr. Abdul Majid Farooqi Dr. Abdul Majid Farooqi, Ziya Anjum Ziya Anjum · 0 citations

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