WDG State of Jobs Report
Comprehensive analysis of the 1.2B youth jobs crisis and Human Intelligence Surplus framework
WDG / World Bank: State of Jobs Report
Comprehensive analysis of the global jobs crisis and AI-enabled solutions for the Global South. Featuring the Human Intelligence Surplus (HIS) framework, Genius Quotient (GQ) assessment, and strategic recommendations for creating 1.2 billion jobs for youth entering the workforce.
1.2B
Global Youth Entering Workforce
450M
Expected Jobs Available
25+
Countries Analyzed
10+
Sectors Benchmarked
Report Contents
Click on any section to explore its detailed subsections and content structure
1
Executive Summary
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2
The Current Jobs: A Global Inflection Point
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3
Human Intelligence Surplus (HIS): Defining the Soft Asset
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4
Sector-by-Sector Job Impact Benchmarking (LAC)
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5
Functional View: AI Use Cases by Job Function
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6
Scaling the Talent Engine: AI Academy Blueprint
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7
The Genius Quotient (GQ): Unlocking Human Potential
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8
Creating Better Humans: A Layered Development Framework
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9
Measurement Framework
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10
Pilot Projects and Country Case Studies
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11
Strategic Recommendations for Policymakers
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12
Appendix
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