An interactive explainer
The Global
Money River
How 5.9 trillion labor hours become $110 trillion in GDP, flow through banks, markets, and governments — and where value leaks, pools, and transforms.
The single largest value generator on Earth. 3.2 billion workers pour ~5.9 trillion hours per year into the global economy. This labor converts into wages (~$55T/yr), which is the initial water entering the financial river. Everything else is downstream.
Formal Sector
~1.9B workers
Taxed, tracked, feeds the financial system directly
Informal Sector
~1.3B workers
Invisible to banks & markets. 80-90% of work in parts of Africa & S. Asia.
Wages → Consumption
70-75%
Flows right back into businesses, sustaining the cycle
Wages → Savings
25-30%
Enters the financial system — becomes investable capital
wages + profits flow down ↓
Commercial banks don't just move money — they create it. When a bank approves a loan, it credits your account with money that didn't previously exist. This is how 90-95% of all broad money enters the system. Central banks set the water pressure (interest rates), but commercial banks open the valves. Total global debt: ~$315T.
Central Banks
Set the pressure
Fed, ECB, PBOC, BoJ, BoE control rates & reserves
Commercial Banks
Open the valves
JPM, ICBC, HSBC literally create money via lending
Government Spending
~$18T/yr fiscal
Direct injection through deficit spending & transfers
money enters the pipeline ↓
capital allocated to markets ↓
Money converted into assets. Each reservoir has different depth, liquidity, and accessibility. Hover or tap the bars to explore.
Public (Tradeable)
~$250T
Liquid, transparent, accessible. Stocks + bonds on exchanges.
Private (Illiquid)
~$450T+
Real estate, private business, family wealth. Opaque, hard to access.
but not all water reaches the reservoir… ↓
Between source and reservoir, enormous value leaks out. Some leakage is necessary (taxes fund public goods). Some is pure waste. Hover each segment to explore.
Tax
Fin. Fees
Corruption
Waste
Reg. Cost
Fraud
Inflation
Inflation erosion ~3-6%/yr
The Middlemen
$1.5T+ / yr
Banks, brokers, lawyers, auditors, consultants — fees extracted at every junction.
Corruption
~3-5% of GDP
Kleptocracy, state capture, embezzlement, procurement fraud.
Inflation Erosion
~3-6% / yr
The silent tax. Punishes savers, rewards debtors and asset owners.
then AI enters the pipeline… ↓
Traditional cycles oscillate between expansion and contraction, driven by labor markets tightening and loosening. AI threatens to decouple expansion from labor demand entirely — producing more with fewer humans, breaking the fundamental mechanism central banks use to manage economies.
Traditional Cycle
Labor tightens → wages rise → inflation → rates up → slowdown → rates down → repeat
AI-Era Cycle
AI fills labor gaps → no wage pressure → digital deflation → physical inflation → split economy
Winners
Capital owners
AI companies, compute infra, IP holders — those who deploy AI to multiply output.
Displaced
Cognitive labor
Analysts, writers, coders, accountants — any repeatable cognitive work.
The Paradox
Abundance + poverty
Economy produces more than ever, fewer earn enough to consume it.
Policy Response
UBI? Transfers?
Governments forced to redistribute AI gains or face instability.
so where does this leave you? ↓
The global river is enormous and complex, but there are specific, concrete points where you can tap in. Each has different risk, leverage, and accessibility.
① Scarce Skills
Highest leverage
What AI can't do — judgment, relationships, novel creation, cross-domain synthesis.
② Ownership
Equity > wages
Build or invest in businesses. Index funds = fractional ownership of the whole system.
③ Smart Debt
The multiplier
Borrow at low rates, acquire appreciating assets. How most real wealth is built.
④ Arbitrage
See mismatches
Value underpriced in one market, overpriced in another. Information asymmetry = edge.
⑤ Cycle Timing
Buy fear, sell greed
Understand credit cycles. Position accordingly. Ray Dalio's principles.
⑥ AI Amplification
New frontier
One person + AI tools = output of teams. The new leverage is intelligence augmentation.