CognitiveAristocracy
Detail
Overview / Scenarios

Scenario Explorer

Eight different futures for South Korea out to 2040 — each a 'what if things go this way' line. They're possibilities, not predictions.Eight scenarios for South Korea's Cognitive Coefficient to 2040 — each the median (P50) path under different assumptions about diffusion, governance, and concentration.Eight scenario trajectories for South Korea's CC to 2040 — each the P50 of a Monte-Carlo bounded-growth model under distinct assumptions about diffusion rate, governance, and concentration. Scenarios, not probabilistic forecasts.

Every line is a scenario, not a forecast. CC trajectories use a saturating bounded-growth curve with Monte-Carlo uncertainty bands (occupation projections use Bass diffusion). We never claim a single future will occur.

CC trajectories — all scenarios (P50)

ConservativeBaselineAccelerationElite DivergenceDemocratizationOpen-Source DominanceRegulatory ConstrictionAGI Emergence

Conservative

84.4

Slow diffusion, constrained compute, cautious adoption.

2040: P10 81.8 · P50 84.4 · P90 86.3

Baseline

97.1

Current trajectories continue at observed rates.

2040: P10 91.6 · P50 97.1 · P90 102.2

Acceleration

125.9

Capability and adoption compound faster than today.

2040: P10 112.3 · P50 125.9 · P90 138.6

Elite Divergence

128.8

Frontier pulls away; laggards stall. Inequality widens.

2040: P10 113.1 · P50 128.8 · P90 147.1

Democratization

102.2

Access broadens; catch-up dominates. Inequality narrows.

2040: P10 94.9 · P50 102.2 · P90 108.5

Open-Source Dominance

110.1

Open models + cheap compute broaden the base rapidly.

2040: P10 100.5 · P50 110.1 · P90 118.8

Regulatory Constriction

80.4

Tight governance slows diffusion across the board.

2040: P10 78.6 · P50 80.4 · P90 81.8

AGI Emergence

204.4

Highly capable autonomous systems; large, uncertain divergence.

2040: P10 149.7 · P50 204.4 · P90 254.7

Methodology: scenario construction →