CognitiveAristocracy
Detail
◆ Permanent Cognitive Stratification

The age of the cognitive aristocracy.

As intelligence becomes infrastructure, its advantages compound. This is the observatory for that risk — tracking whether access to cognitive capital is converging or hardening into persistent cognitive classes, with live data across 50 economies and 6.11 billion people.

Read the thesis → Open the tracker Explore scenarios
Cognitive inequality
0.228
Gini across the world's people
Top 10% ÷ Bottom 50%
2.4×
cognitive separation
Top 1% ÷ Bottom 50%
2.6×
elite separation
Frontier
United States
CC 86.7

Is cognitive capital diverging?

The Lorenz curve of cognitive infrastructure across the world's people. The bow away from the diagonal is the inequality the thesis warns will compound.

Full tracker + scenario projections →
The framework

Five cognitive classes

A way to think about how stratification could crystallize — conceptual strata, not measured population counts.

<0.01%
Class I · Intelligence Owners
Own and control frontier intelligence infrastructure — they create intelligence and set its terms.
1–5%
Class II · Intelligence Amplified
Continuous access to advanced AI, persistent memory, and autonomous agents woven into daily work.
40–60%
Class III · Intelligence Consumers
Use mainstream AI tools; benefit broadly but with little customization or ownership.
large
Class IV · Intelligence Dependents
Heavy reliance on AI with eroding independent capability and cognitive resilience.
variable
Class V · Intelligence Excluded
Minimal access to advanced systems; compounding economic and educational disadvantage.
The argument in one line

Intelligence compounds intelligence — and that may not converge.

Capital compounds capital; knowledge compounds knowledge. AI introduces a new mechanism: those with superior cognitive infrastructure learn, build, and decide faster, accumulating resources that buy still-better infrastructure. Left unmeasured, the feedback loop risks permanent cognitive stratification.

The full thesis → Compare economies
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The aristocracy framing names a risk to monitor, not a prediction or an endorsement. Indices are model constructs; projections are scenarios.