The distribution of cognitive capital across civilization.
We score how much each country can use AI and the things around it, smart computers, data, schools, and skills, to get ahead. We do it for 50 countries and 50 kinds of jobs, like a scoreboard for the AI age.Cognitive Coefficient measures access to, utilization of, and leverage from cognitive infrastructure, AI systems, compute, data, education, skills, and knowledge networks, across 50 economies and 50 occupations. A Bloomberg-grade observatory for the age of machine intelligence.A composite-indicator and scenario platform quantifying national endowments of cognitive infrastructure, AI capital, compute, data, human capital, and knowledge networks, across 50 economies and 50 occupations, with absolute (CPI) and per-capita (CC) lenses and Monte-Carlo scenario projections.
Explore the rankings
Rank, filter, compare and export across every layer of the intelligence economy.
Global Cognitive Coefficient
Full rankings →Who is winning the intelligence economy
Cognitive Power · absoluteRanked by Cognitive Power (CPI), total AI capital, compute, models & robotics. Click a bar to open the profile.
Fastest momentum
Forward signal (investment, pipeline, research, infrastructure), who is accelerating.
Cognitive inequality
Aristocracy tracker →Lorenz curve of cognitive infrastructure across the world's people. The gap from the diagonal is the Gini-based Cognitive Inequality Index (CII = 0.228).
Trajectory vs the frontier
Cognitive Escape Velocity, are economies closing or widening the gap?
The future of work
Occupational Future Index →We decompose every occupation into tasks likely to be automated, augmented, or remain human, under explicit scenarios. We do not predict job loss; we model task transformation.
Most exposed to transformation
- TelemarketersOFI 62.9
- Data Entry KeyersOFI 60.1
- CashiersOFI 58.4
- Proofreaders & Copy EditorsOFI 57.6
- General Office ClerksOFI 55.3