The research
Ten papers, one under-noticed flaw: many of the numbers the world steers by are trailing averages — built entirely from the past, able only to follow. Each paper stands alone. Each has a plain-English companion written so that a curious reader with no background can genuinely understand it.
Moving Averages Follow Price
Trailing averages mechanically follow what they measure; the market's “reversion to the mean” mostly has cause and effect backwards.
The Adaptation Rate Theorem
For any two moving averages of the same thing, the faster one leads by a head start computable from the window lengths alone — proved, then confirmed on markets, the economy, the sun, a river, and the flu.
Multi-Sensor Convergence as a Regime Detection Signal
Combining measurements only helps when they are genuinely independent — and much apparent independence is an illusion.
The Divergence Theorem
The fast-minus-slow gap behind MACD and the Sahm Rule finally gets its mathematics — twenty-two theorems and a seven-science test with an honestly mixed scorecard, finance its weakest case.
Cross-Domain Validation
The same lag appears in natural systems far from finance — evidence it is a property of averaging itself, not a market quirk.
The Adaptation Tax
What the lag costs, in dollars, inside five real systems: interest-rate policy, the output gap, bank safety buffers, Social Security raises, and pension accounting.
The Measurement Trap
A three-input formula that tells you when reacting strongly to a lagging number flips a system from self-correcting to self-worsening.
The Compound Trap
What happens when several lagging feedback loops collide at once — and why neither central banks, budgets, nor markets can offset the Basel credit instability.
The Escalation Cost
One principle and formula beneath the whole framework — and a practical diagnostic for supply-chain whiplash built on it.
A GDP-Weighted Multi-Signal System for Real-Time Recession Detection
A recession detector built from weekly unemployment filings — which failed the bold claim it was built to test, and kept what the evidence earned.