AI Labor Policy & Macro Paradox Simulator

Model Gates' Token Tax & Mandated Roles
Policy & AI Knobs Custom
AI Automation Velocity40% / decade
AI Token Tax Rate$0.00 / M
Human-Reserved Role Mandate0% Protected
Monthly UBI Dividend (per adult)$0 / mo
Corporate Tech Profit Reinvestment15% CapEx
Displacement
28.4%
Unemployed: 18.2M
Consumer Demand Index
68.2
Target Healthy: 100
Tax Fund Collected
$0B
From 1.8T Token Burn
Macro Paradox Gap
-31.8%
Supply vs Buy-Power
10-Year Macro Trajectory (Labor vs. Purchasing Power) Year: 2026-2036
Consumer Purchasing Power
Displacement Rate
Tech Giant Production
Policy Buffer (UBI + Mandate)
Year Scrubber: Year 5
⚠️
Consumer Purchasing Paradox Active: Mass automated layoffs juice quarterly corporate margins, but destroy aggregate demand. With no token tax or UBI, consumer purchasing power falls 32% below tech production output, triggering an unavoidable revenue feedback slump.
Circular Economy Telemetry
Macro Diagnostic Summary
Baseline Workforce: 160.0 Million
Human-Mandated Roles: 0.0M (0%)
Displaced Workers: 45.4M
Monthly UBI Outlay: $0.0B / mo
Token Tax Revenue: $0.0B / mo
UBI Fund Deficit/Surplus: $0.0B
Market Stability Index: Critical (34/100)
Historical Precedent: In 1908, the transition from horses to internal-combustion displaced working animals permanently. Without policy counter-weights, workers face similar structural devaluation.

Solving the Macro Paradox: AI Token Taxes and UBI Stabilization

Read the explanation

In an unchecked AI transition, rapid automation accelerates corporate production while cutting human payrolls, driving worker displacement toward thirty percent. Without income, aggregate consumer demand collapses below baseline. This divergence opens a dangerous macro paradox gap exceeding forty percent. Selecting the Gates Plan activates a token tax and human role mandates. Levying twelve dollars per million tokens funds an eight-hundred-dollar monthly basic income. Recycling compute revenue back to households closes the paradox gap, restoring purchasing power and ensuring stable, sustainable macroeconomic equilibrium.

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