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The report was divided into 4 pages: 1. Overview Showcases the shift in AI adoption, AI tool usage, and workforce impact since the Generative AI era began in Q4 2022. 2. Skills and Industry Analysis Identifies where AI disruption is outpacing workforce investment — which skills and industries are most exposed, and which are being left behind on funding. 3. Country Analysis Tests specific hypotheses, including whether countries with more mature AI policy show better job creation-to-displacement ratios, and whether there's a meaningful adoption gap between developed and emerging economies. 4. Investment Page Ties the findings together with actionable next steps for where reskilling investment should go first.
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Syed Daniyal Ahmed 
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