TY - JOUR
T1 - Siyasat
T2 - AI-Powered AI Governance Tool to Generate and Improve AI Policies According to Saudi AI Ethics Principles
AU - Alboaneen, Dabiah
AU - Alhajri, Shaikha
AU - Alhajri, Khloud
AU - Aljalal, Muneera
AU - Alalyani, Noura
AU - Alsaadan, Hajer
AU - Al Thonayan, Zainab
AU - Alyafer, Raja
N1 - Publisher Copyright:
© 2025 by the authors.
PY - 2025/11
Y1 - 2025/11
N2 - The rapid development of artificial intelligence (AI) and growing reliance on generative AI (GenAI) tools such as ChatGPT and Bing Chat have raised concerns about risks, including privacy violations, bias, and discrimination. AI governance is viewed as a solution, and in Saudi Arabia, the Saudi Data and Artificial Intelligence Authority (SDAIA) has introduced the AI Ethics Principles. However, many organizations face challenges in aligning their AI policies with these principles. This paper presents Siyasat, an Arabic web-based governance tool designed to generate and enhance AI policies based on SDAIA’s AI Ethics Principles. Powered by GPT-4-turbo and a Retrieval-Augmented Generation (RAG) approach, the tool uses a dataset of ten AI policies and SDAIA’s official ethics document. The results show that Siyasat achieved a BERTScore of 0.890 and Self-BLEU of 0.871 in generating AI policies, while in improving AI policies, it scored 0.870 and 0.980, showing strong consistency and quality. The paper contributes a practical solution to support public, private, and non-profit sectors in complying with Saudi Arabia’s AI Ethics Principles.
AB - The rapid development of artificial intelligence (AI) and growing reliance on generative AI (GenAI) tools such as ChatGPT and Bing Chat have raised concerns about risks, including privacy violations, bias, and discrimination. AI governance is viewed as a solution, and in Saudi Arabia, the Saudi Data and Artificial Intelligence Authority (SDAIA) has introduced the AI Ethics Principles. However, many organizations face challenges in aligning their AI policies with these principles. This paper presents Siyasat, an Arabic web-based governance tool designed to generate and enhance AI policies based on SDAIA’s AI Ethics Principles. Powered by GPT-4-turbo and a Retrieval-Augmented Generation (RAG) approach, the tool uses a dataset of ten AI policies and SDAIA’s official ethics document. The results show that Siyasat achieved a BERTScore of 0.890 and Self-BLEU of 0.871 in generating AI policies, while in improving AI policies, it scored 0.870 and 0.980, showing strong consistency and quality. The paper contributes a practical solution to support public, private, and non-profit sectors in complying with Saudi Arabia’s AI Ethics Principles.
KW - AI governance
KW - artificial intelligence
KW - ethics principles
KW - generative AI
KW - large language model
UR - https://www.scopus.com/pages/publications/105023709875
U2 - 10.3390/computers14110452
DO - 10.3390/computers14110452
M3 - Article
AN - SCOPUS:105023709875
SN - 2073-431X
VL - 14
JO - Computers
JF - Computers
IS - 11
M1 - 452
ER -