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Based on the consensus among economists, labor experts, and major research institutions, AI is projected to create more job opportunities than it destroys over the next decade. However, it will trigger one of the most significant and disruptive workforce transformations in modern history. The challenge of the AI era is not a lack of jobs (scarcity), but rather the difficulty of moving workers in