Research
Original research on AI adoption patterns, labor market disruption, productivity concentration, and the structural shifts reshaping industries and nations. All published openly.
Displacement risk scores combining theoretical AI capability with real-world usage data across 800+ occupations.
Why AI adoption velocity varies dramatically by geography, and where structural barriers are hardening into permanent disadvantage.
Enterprises integrating AI programmatically automate entire workflows. The rest are stuck on pilots. A sector-by-sector analysis of where the gap is widest.
A comparative analysis of AI governance approaches across 15 jurisdictions, measuring their effect on adoption rates and innovation output.
Evidence from 30 workforce transition programs across six countries. The programs that succeed share three structural features the rest lack.
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