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.
Source grounded in Bill Gates' policy warning on AI displacement, compute token taxation, and human-reserved workforce mandates.
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