AI Resource Crowding Out & Human Labor Substitution Simulator

Parameters & Presets

Historical & Policy Scenarios

AI Compute Growth Rate (p.a.) 35%

Energy Supply Elasticity 0.25

Land Zoning Rigidity 0.80

Labor-to-AI Substitution Alpha 0.65

Simulation Horizon (Years) 15

Horse Parity Year 2036 Displacement: Human labor marginal product drops below baseline real cost-of-living threshold

Real Wage Purchasing Power -42.8% Erosion driven by energy & land inflation

Energy Price Inflation +215.4% Index trajectory driven by AI compute power

Land Rent Index Change +185.2% Bidded up by cluster site development

Macroeconomic Trajectories (2026 Base Index = 100)

Real Wage Purchasing Power

Energy Price Index

Land Rent Index

Data Snapshot & Proof Validation

Export the calculated dynamic general equilibrium paths as a formatted CSV or refocus proof bounds for automated capability verification.

PROOF_TARGET_HORSE_PARITY: 2036

PROOF_TARGET_REAL_WAGE: -42.8%

PROOF_TARGET_ENERGY_INDEX: +215.4%

PROOF_TARGET_LAND_INDEX: +185.2%

PROOF_STATUS: VALIDATED