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This period demonstrated the critical purpose of AI in enabling businesses to adapt swiftly to transforming situation and keep operational resilience. businesses should employ moral AI frameworks that manual the development and deployment of AI systems, incorporating concepts of fairness, accountability, and transparency. Regular audits of AI mo