CognitiveAristocracy
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Overview / Scenarios

Scenario Explorer

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

67.8

Slow diffusion, constrained compute, cautious adoption.

2040: P10 65.9 · P50 67.8 · P90 69.5

Baseline

78.9

Current trajectories continue at observed rates.

2040: P10 74.1 · P50 78.9 · P90 83.2

Acceleration

101.1

Capability and adoption compound faster than today.

2040: P10 90.4 · P50 101.1 · P90 111.2

Elite Divergence

93.4

Frontier pulls away; laggards stall. Inequality widens.

2040: P10 84.8 · P50 93.4 · P90 102.7

Democratization

94.0

Access broadens; catch-up dominates. Inequality narrows.

2040: P10 84.4 · P50 94.0 · P90 101.2

Open-Source Dominance

98.6

Open models + cheap compute broaden the base rapidly.

2040: P10 88.5 · P50 98.6 · P90 108.6

Regulatory Constriction

65.1

Tight governance slows diffusion across the board.

2040: P10 63.5 · P50 65.1 · P90 66.6

AGI Emergence

143.7

Highly capable autonomous systems; large, uncertain divergence.

2040: P10 110.4 · P50 143.7 · P90 175.9

Methodology: scenario construction →