AI Augmentation vs. Automation: A Strategic Framework for the Two-Wave Transformation

This report introduces a two-wave framework for understanding AI’s impact on work, distinguishing between near-term generative AI augmentation and the longer-term disruption expected from humanoid robotics. Drawing on labor-market data and industry forecasts, it argues that the future of work will center on large-scale workforce redeployment rather than mass unemployment, while emphasizing the urgent need for strategic and ethical preparation across industries.