This WEF white paper defines AI value alignment as ensuring AI systems behave consistently with human values, ethics, and societal norms. It emphasizes embedding justice, privacy, fairness, and transparency into all AI lifecycle stages, supported by frameworks, human engagement, organizational change, and audits. The paper addresses cultural differences, technical and governance tools, and the concept of “red lines” — non-negotiable ethical boundaries. Continuous monitoring, stakeholder participation, and adaptive strategies are critical to prevent harm, build trust, and ensure AI remains reliable, ethical, and aligned with shared human goals.

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