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The consensus among major global institutions, economists, and workforce researchers is that AI will likely create more job opportunities than it destroys, resulting in a net positive job count. However, this transition will not be seamless. The critical challenge of the AI era is not mass permanent unemployment, but unprecedented labor displacement and disruption. Millions of workers will be fo