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Operate as the bridge between predictive AI outputs and frontline training by governing human validation, mitigating bias, designing automated workflows that trigger adaptive microlearning, auditing AI flags for accuracy and relevance, translating insights for stakeholders, and continuously measuring and improving AI-driven training effectiveness.