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This research explores the risks and opportunities of Generative AI (GenAI) through the development of the ETHOS framework, rooted in core ethical principles and historical texts. It addresses challenges in AI decision-making systems, emphasizing cultural inclusivity and transparency. The methodology incorporates cognitive design and operational AI approaches. The findings highlight evaluation insights, industry comparisons, and global ethical considerations. Key contributions include...

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