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All claims

Aggregate US equity valuation is inconsistent with positive forward real returns; multiple compression toward historical mean implies ~50% real price decline over a multi-year horizon. Record operating margins (~21%) are the accounting-identity mirror of the fiscal deficit + low household savings, so they compress mechanically when those flows reverse — and the gap can close through TIME (flat nominal prices as earnings grow, 1966–82 analogue), no discrete catalyst required.

high confidencecyclical

as of July 31, 2026

What would prove us wrong

Cap/GDP < 180% for 2 consecutive years ex-recession
CAPE < 28 for 2 consecutive years ex-recession
S&P 500 operating margin sustains above 20% while the primary deficit compresses below 3% of GDP
Trigger: margin >20% AND deficit <3% GDP, 2 consecutive years

Posture implications

  • accumulateequal-weight S&P (RSP)
  • accumulateEM (EWZ)
  • avoidMag 7 cap-weighted
  • avoidbroad market cap-weighted SPY