Adjusted Growth 4.12% -0.38% vs Base
Vulnerability Index 64.2 Elevated
Supply Shock Gap -$18.4B High Risk
Grid Decoupling +1.2 GW Tight Margin

5-Year Growth Trajectory Under Supply Stress (2026–2030)

Baseline Path
Stress Scenario
Diversified Hedge

Fab Clustering Drag -0.24%

Bottlenecks in advanced packaging and silicon fabrication hubs.

Capital Outflow Drag -0.19%

Profit repatriation to foreign proprietary model owners.

Productivity Gain +0.05%

Gross factor productivity boost from enterprise adoption.
Model evaluated based on current parameter matrix.

The World Bank Warning: Productivity vs. Chokepoint Risk

While raising East Asia and Pacific (EAP) expansion to 4.5%, multilateral financial institutions emphasize that gains from artificial intelligence are disproportionately centralized. When cutting-edge compute clusters, packaging facilities, and proprietary foundation models reside in narrow geographic and corporate hands, downstream developing markets risk absorbing high infrastructure costs without retaining economic rent.

  • Foundry Monopolies: Over 70% of leading-edge AI silicon packaging remains concentrated in single island supply chains.
  • Terms of Trade Deterioration: Software licensing and foreign compute credits funnel capital out of domestic banking sectors.

Methodology & Transmission Channels

This workbench utilizes an augmented Cobb-Douglas production function with supply-concentration penalties (Herfindahl-Hirschman index sensitivity) and energy displacement constraints:

  • Net Growth (ΔY): Calculated as ΔY = Base - (κ_fab × C_fab) - (κ_cloud × C_cloud) + (α_prod × R_retention).
  • Infrastructure Friction: High grid stress penalizes secondary manufacturing by crowding out regional electricity allocations.
  • Sensitivity Range: Fully client-side calculation allowing interactive counterfactual stress testing.
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