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
- Travel AgentsOFI 67.9
- Data Entry KeyersOFI 61.1
- TelemarketersOFI 59.7
- CashiersOFI 58.1
- Receptionists & Information ClerksOFI 57.9
Most insulated
- Home Health & Personal Care AidesOFI 1.9
- Plumbers, Pipefitters & SteamfittersOFI 2.2
- Construction LaborersOFI 2.5
- Police & Sheriff's Patrol OfficersOFI 2.6
- ElectriciansOFI 2.6
Where do you stand?
Compute your personal cognitive capital, escape velocity, and occupational exposure.