CognitiveAristocracy
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Overview / Scenarios

Scenario Explorer

Eight different futures for Japan out to 2040 — each a 'what if things go this way' line. They're possibilities, not predictions.Eight scenarios for Japan's Cognitive Coefficient to 2040 — each the median (P50) path under different assumptions about diffusion, governance, and concentration.Eight scenario trajectories for Japan'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

72.5

Slow diffusion, constrained compute, cautious adoption.

2040: P10 70.6 · P50 72.5 · P90 74.3

Baseline

83.7

Current trajectories continue at observed rates.

2040: P10 79.4 · P50 83.7 · P90 88.3

Acceleration

106.8

Capability and adoption compound faster than today.

2040: P10 97.6 · P50 106.8 · P90 116.9

Elite Divergence

101.0

Frontier pulls away; laggards stall. Inequality widens.

2040: P10 90.6 · P50 101.0 · P90 112.1

Democratization

95.8

Access broadens; catch-up dominates. Inequality narrows.

2040: P10 88.9 · P50 95.8 · P90 103.2

Open-Source Dominance

100.9

Open models + cheap compute broaden the base rapidly.

2040: P10 91.8 · P50 100.9 · P90 110.0

Regulatory Constriction

69.7

Tight governance slows diffusion across the board.

2040: P10 68.1 · P50 69.7 · P90 71.2

AGI Emergence

156.2

Highly capable autonomous systems; large, uncertain divergence.

2040: P10 124.8 · P50 156.2 · P90 188.2

Methodology: scenario construction →