The headline numbers look fine — the underlying reality is more complicated
US employment statistics in May 2025 held steady, providing surface-level reassurance. But the concept of a "rolling recession" has been gaining traction among economists: rather than a simultaneous collapse across all sectors, downturns arrive sequentially — different industries enter recession at different times, while the aggregate indicators remain stable.
This has been the operating condition of the US economy for approximately three years. Understanding why — and what ends it — requires looking beneath the jobs numbers.
The rolling recession: sector by sector
Labor hoarding: The most important explanation for why employment data has held up. After the COVID-era labor shortage, companies became extremely reluctant to release workers they had fought to hire. Even as business conditions deteriorated, firms continued to hold their workforces, viewing the rehiring costs and lost opportunities of future layoffs as worse than carrying excess headcount in the short term. This behavior sustains employment statistics while concealing real economic weakness. When margins compress far enough, the calculus changes — and when it does, AI and automation-driven labor substitution will accelerate the adjustment.
Housing: The sector entered severe recession with the rate increases of 2022. Existing home sales fell 39% from peak levels and have not recovered. Homeowners locked into 2-3% mortgages have no economic incentive to sell and take on payments that could double or more at current rates. The market has been effectively frozen for years.
Automotive: Sales have stabilized around 15-16 million units — well below the 17-18 million range that characterized prior cycles. The temporary spike seen before tariff implementation represents pulled-forward demand, not genuine recovery. Analysts project a reversion to 14-15 million units.
Manufacturing: The ISM Manufacturing PMI has remained below 50 (the expansion/contraction threshold) consistently since the 2022 rate increases. This is not a temporary dip — it is a sustained recession within one of the economy's major sectors.
Capital expenditure: AI, data centers, and power infrastructure are attracting significant investment, but broad capex across the economy has been flat for years. Concentrated investment in specific tech categories is masking stagnation elsewhere.
Small business confidence: The NFIB Small Business Optimism Index fell to levels matching the depths of the COVID lockdowns and the post-financial crisis trough. Tariff uncertainty and tight credit conditions are the primary drivers.
Consumer confidence: Already weak among lower-income households, confidence has now begun declining among high-income households as well — driven by equity market volatility and broader economic anxiety. The gap between official GDP figures (barely negative) and consumer sentiment (recession-level negative) is striking.
Monetary policy and the yield curve signal
The Federal Reserve raised the federal funds rate by a factor of 22x in 16 months — an unprecedented pace in the institution's history. The adjustment from near-zero rates hit sectors like housing and manufacturing with a speed that businesses couldn't absorb.
The velocity of money — how quickly currency circulates through the economy — has resumed its long-term decline after a brief COVID-era recovery. Q1 2025 showed a quarter-over-quarter decline, constraining the economy's ability to absorb shocks and limiting the Fed's effective policy space.
The yield curve: Historically, yield curve inversion (short-term rates exceeding long-term rates) has preceded virtually every US recession. The current dynamic is more nuanced: the curve has been inverted for an extended period and is now moving back toward positive territory. The critical observation is that recessions typically begin not at the point of inversion, but as the curve normalizes. The normalization itself is the signal that the post-inversion reckoning has arrived.
The analysis here suggests this represents the final phase of the rolling recession — triggered by high-income consumer spending declining and a contraction in the government sector (a return to fiscal discipline) that has not occurred in over 30 years.
Tax policy: the Laffer curve in practice
The case study from the previous Trump administration is directly relevant to current policy debates. When corporate tax rates were cut from 39% (max) to 21%, deficit fears dominated commentary. In practice, corporate tax revenue grew from approximately $200 billion in 2019 to $500 billion — despite (because of) the rate reduction. Lower rates reduced tax avoidance behavior and stimulated sufficient economic growth to expand the tax base.
The current legislative environment is working toward a new tax package. The first-quarter GDP decline — the first since 2022 — has added urgency. The political calendar (midterm positioning) adds further incentive for a fiscal response. A July 4 deadline has been mentioned as a target for completing the package.
Inflation trajectory: the "good deflation" thesis
The dominant inflation narrative has been one of persistent stickiness. The alternative view — increasingly supported by data — is that technology convergence is driving structural deflation.
A leading indicator for CPI (3-6 months ahead) had fallen to 1.37% at the time of analysis, well below the official CPI reading of approximately 2.5%. AI, robotics, genomic sequencing, energy storage, and blockchain technologies are converging into practical deployment simultaneously. When productivity improves at scale without corresponding cost increases, the result is growth without inflation — "good deflation."
The Chinese economic situation adds a deflationary channel: if Chinese growth decelerates under tariff pressure, China may export deflation through reduced commodity prices and manufacturing costs.
Innovation investing: three headwinds becoming tailwinds
Innovation-focused investment strategies underperformed broad market benchmarks over the past four years. Three headwinds explain why — and all three are reversing:
Headwind 1 — Interest rates: Rate increases compressed the present value of future cash flows, specifically hitting high-growth companies whose value is weighted toward distant earnings. Rate cuts reverse this dynamic. This headwind is already fading.
Headwind 2 — Market concentration: Capital concentrated in a small number of large, cash-rich tech companies (the MAG6 and equivalents) during periods of uncertainty. This concentration reached levels exceeding even the 1920s by historical measures. As inflation stabilizes and productivity-driven recovery takes hold, capital should broaden into genuine disruptors rather than remaining concentrated in scale incumbents. Past recoveries (1930s, late 1960s, post-2009) saw broad market participation.
Headwind 3 — Valuation: Innovation-focused companies are currently trading at historically low valuations relative to the S&P 500 on EV/EBITDA metrics, even adjusting for stock compensation and R&D. The premium that these companies have historically commanded above benchmark indices has nearly disappeared. This is a "bargain" condition.
The projection: over the next five years, true disruptors could see 10x+ valuation increases, while traditional incumbents representing older economic structures may stagnate or lose value.
Market signals worth watching
Commodity ratios: Historically, the ratio of metal prices (copper) to gold prices tracks 10-year Treasury yields closely. That correlation has broken down since the Fed's rate cycle began. Metals are flat while gold has surged — a pattern that previously appeared during COVID, the financial crisis, and the dot-com crash. The current metals/gold ratio suggests economic stress concentrated in China and China-exposed emerging markets.
Credit spreads: High-yield spreads over Treasuries remain historically low but have begun widening slightly — consistent with late-cycle behavior and early recession warning. Whether the rolling recession transitions to rolling recovery without significant spread expansion is the key question.
Bitcoin vs. gold: During the recent market stress, Bitcoin tracked the Nasdaq (risk-on behavior) rather than gold (risk-off). This reflects the correction of Bitcoin's prior outperformance relative to gold, and the absence of systemic financial crisis signals that would drive gold-seeking behavior. A risk-on environment recovery would see the Bitcoin/gold ratio resume its longer-term upward trend.
Summary
The US economy has been navigating a genuine rolling recession — real, sector-by-sector contraction concealed by labor hoarding and headline employment stability. Housing, manufacturing, and automotive sectors have been in sustained decline. Consumer confidence, small business sentiment, and corporate earnings outlooks reflect a recession-level psychology even as GDP has barely moved into negative territory.
The conditions for ending this cycle are forming: rate pressure is easing, technology-driven productivity is becoming visible in data, and the valuation gap between innovation companies and incumbents has reached historically extreme levels. The transition from rolling recession to rolling recovery is the most consequential economic question of the current period — and the data suggests it may be closer than consensus views imply.
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