AUTHENTIC INTELLIGENCE BRIEFINGS
Interactive Data Stories & Macroeconomic Simulations // Volume I
The Big Churn
RTO mandates and AI displacement are converging on the same professional cohort simultaneously. The intermediate layer of knowledge work is being eroded from both sides — and most individuals are navigating it with incomplete information.
The Dutch Reckoning
€142B in annual Social Security Contributions. 3.33M workers in the automation zone. Four unowned institutional risks. The fiscal reckoning that the Netherlands hasn't modelled yet — and a policy window closing between 2026 and 2028.
How Work Changed Everything Else
Drag the AI displacement dial from 0% to 100% (anchored on the 34% ILO baseline) to trace the 9-chapter cascade from office mandates to municipal and sovereign fiscal stress.
The Big Churn Fallacy
An interactive model analyzing the degradation of global sovereign tax receipts under severe automation. Models payroll surcharges and money velocity.
Petro-Politics & Maritime Flow
Visualizing crude oil flows from geostrategic points through fragile global shipping canals. Model retail fuel price transmission in real-time.
The Alchemy of Gold
Concentric circle packing of national gold holdings and Swiss refining sunburst conduits. Models fiat currency hedging vs. CPI inflation.
The Dutch Reckoning
AI automation meets the poldermodel. Models €12–17B in annual SSC erosion risk as 3.3M Dutch workers enter the automation zone — and maps 4 unowned institutional risk gaps nobody is talking about.
The Battery Metal Loop
Map supply monopolies for Lithium, Cobalt, and Nickel. Models required mines and gigafactories to meet global EV sales targets by 2030.
The Proxy Problem & Data Fallacies
Goodhart's divergence lab modeling why green executive dashboards precede institutional collapse (Wells Fargo, Boeing, Sears) alongside the 10-year Enterprise Data Volume Reality calculator.