Macro Workbench

Productivity J-Curve & Technology Lag Workbench

Solow Trough Depth -2.3% Occurs at Year 2.5
Crossover Lag Year 4.8 Measured turns net positive
15-Yr Measured Index 134.2 Baseline = 100.0
Max Intangible Gap 8.7 pts Uncounted capital discrepancy

Labor Productivity Trajectory (Index: Year 0 = 100)

J-Curve Effect

Intangible Asset Stock & Uncounted Gap

Capital Formation
Productivity Paradox Insights: 2020s GenAI Wave
During initial technology deployment, measured GDP labor productivity experiences a dip due to uncounted intangible capital formation (training, process redesign, software customization). In this scenario, measured productivity reaches a trough of -2.3% at Year 2.5 before crossover at Year 4.8, culminating in a 134.2 index level by Year 15.
Simulation Ledger & Export
Year Adoption Rate (%) Measured GDP Prod True Total Output Intangible Asset Stock Measurement Gap
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