Macroeconomic Feedback System

Post-Labor Macroeconomic Transition Workbench

When frontier AI automates wage-earning roles, capital capture deprives consumer households of purchasing power, risking systemic aggregate demand collapse. Model velocity flows, sovereign compute dividends, and fiscal solvency across a 20-year transition.

Aggregate Demand Retention

91.4%

Realized consumption vs baseline

Macro Stability Status

Stabilized Transition

Deficit & demand threshold met

Post-Intervention Gini Index

0.36

Pre-tax baseline: 0.74

Median Household Income

$46,200

Wages + Sovereign AI Dividend

Fiscal Balance / GDP

+1.8%

Net sovereign fund surplus

Policy & Automation Levers Real-time Sync

Labor Displacement Rate 65%

Share of tasks automated by multimodal frontier systems

Capital Substitution Elasticity (σ) 1.40

Ease with which automated capital replaces payroll labor

Automation Capital Levy Rate 15%

Direct corporate tax on automated compute rents & depreciation

Sovereign AI Dividend Payout 25%

Share of frontier AI profits routed to citizen basic dividends

Baseline GDP ($ Trillions) $28.5T

Pre-transition aggregate gross economic output

MPC of Displaced Labor (Propensity) 0.92

Marginal Propensity to Consume for displaced households

Macro Diagnostic: Moderate sovereign dividend payout offset by a 15% compute levy successfully closes the household purchasing power gap, preventing a deflationary aggregate demand collapse.

Aggregate Demand vs Autonomous Supply 20-Year Horizon

Fiscal Reserve & Debt (% GDP) Solvency Trajectory

20-Year Macro Transition Trajectory Ledger Interval 5-Year Sample Nodes

Year	Automation Depth	Capital Share	Median Household Income	Demand Retention	Gini Index	Fiscal Balance

Enjoy this tool? Build your own with Super