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A systems of frameworks, policies, standards, and oversight mechanisms designed to ensure that Artificial Intelligence is developed, deployed, and used in safe, ethical, transparent, and lawful ways. It guides the lifecycle of AI systems—from research and design to operation and monitoring—so risks like bias, unfair outcomes, privacy violations, and misuse are managed proactively.