Labor Shifts Amid Automation

Analyze labor market dynamics as automation and AI spread across sectors. Identify effective retraining models, wage and unemployment-support policies, job-matching platforms, and regional strategies to minimize frictions. Compare international approaches to workforce resilience and propose an integrated plan that coordinates education, industry partnerships, and social safety nets to sustain productivity while expanding opportunity.