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Comprehensive AI Framework

Data transparency is crucial for effective AI governance, as it ensures accountability and awareness among stakeholders. A structured framework categorizes key concepts into layers, addressing societal ethics, responsible AI use, transparency, and governance. This approach highlights the importance of human values, safety, and interpretability in AI systems, providing a roadmap for responsible AI development and implementation.