This Guide to Essential Competencies for AI was developed through cross-industry collaboration by the AI Alliance with support from IBM and Meta in collaboration with the Aspen Institute, and is designed for a wide range of stakeholders as AI shapes roles across industries and demands new education and training for tomorrow’s workforce.

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