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Producer Inflation Is Warning About Margins Before CPI
A broad 6.5% producer-price increase says inflation pressure has moved upstream into corporate margins, delayed pass-through, labor costs, services inflation, and energy-risk convexity.
Lingxiao Xu
13 hours ago16 min read


Inflation Swaps Signal Policy Patience, Not Victory
Inflation swaps have repriced lower across the U.S. and Europe as oil falls, giving central banks more patience while preserving important divergence across the Fed, ECB, BoE, and BoJ.
Lingxiao Xu
13 hours ago16 min read
A Quantitative Asset-Pricing Framework for Cross-Era NBA Player Evaluation
Abstract Cross-era comparison of NBA players’ historical standing has long relied on media narratives and subjective consensus, lacking a unified, falsifiable quantitative framework. Drawing on financial asset-pricing theory, this paper constructs a five-module evaluation system: (1) an **era inflation index** built from league offensive rating and pace, converting nominal output into real output anchored to the 1995-96 season; (2) a **structural era adjustment** layered on t
Lingxiao Xu
19 hours ago52 min read


The Energy Inflation Trap: Why May CPI Changes the Fed Risk Map
May CPI shows an energy-led inflation shock that is already squeezing real wages, testing consumer resilience, complicating AI infrastructure bottlenecks, and reducing the Federal Reserve’s room to ease.
Lingxiao Xu
3 days ago22 min read


When Labor Costs Become the Inflation Floor: Small Business Wages, Margins, and the Risk of a Hotter Payroll Cycle
NFIB labor-cost complaints have reached a survey-history high while payrolls, wages, and job openings remain firm. The risk is not only wage inflation; it is a tougher mix of sticky services prices, margin pressure, higher-for-longer rates, and more selective equity leadership.
Lingxiao Xu
4 days ago22 min read


When Equity Supply Turns Positive: Buybacks, AI Capital Needs, and the Late-Cycle Signal Hidden in Issuance
U.S. net equity supply may turn positive in 2026 as buyback execution faces AI capital demands and large issuers test public-market demand at elevated valuations.
Lingxiao Xu
4 days ago16 min read


The AI Economy’s Blue-County Paradox: Human Capital, Automation Anxiety, and the Politics of Productivity
County-level AI exposure is most visible in urban, highly educated, Democratic-leaning labor markets. That pattern is not a partisan curiosity. It reveals where AI productivity gains, white-collar disruption, and the next political economy of automation are likely to collide.
Lingxiao Xu
Jun 518 min read


JOLTS, Small Businesses, and the False Comfort of Resilient Labor Demand
April job openings rose to 7.4 million, but the composition matters more than the headline. A small-business-led rebound may signal normalization rather than a durable hiring cycle, especially with cautious ISM hiring, narrow AI capex job creation, sticky inflation, and constrained energy supply.
Lingxiao Xu
Jun 522 min read


Treasuries Are Still Risk-Free, But Duration Is No Longer Free: Bills, Notes, Bonds, and the Price of Maturity
Treasuries remain credit-safe, but maturity now determines portfolio risk. Short bills still offer liquidity and capital preservation; intermediate notes provide income with conditional duration; long bonds require explicit conviction because sticky inflation, deficits, issuance, and term premium can turn duration from hedge into risk.
Lingxiao Xu
Jun 527 min read


America’s New Firm Formation Puzzle: AI, Entry Costs, and the Return of Business Dynamism
US business applications have moved from a long pre-pandemic range near 45,000 to 55,000 per month to more than 120,000 today. The persistence of that shift suggests AI may be lowering startup costs and widening the supply of entrepreneurship.
Lingxiao Xu
Jun 422 min read


When Bonds Stop Hedging Equities: Term Premium, Inflation, and the End of the 60/40 Reflex
Long-duration Treasuries once acted like a crisis hedge for equities. That hedge has weakened as inflation, Treasury supply, fiscal deficits, and term premium make bond rallies smaller during equity drawdowns.
Lingxiao Xu
Jun 415 min read


The JOLTS Paradox: Why More Open Jobs Can Still Mean a Weaker Labor Market
Job openings jumped, but hiring, quits, and white-collar sector data point to a labor market that is no longer uniformly tight. The real signal is not abundance, but a widening gap between posted demand and actual employment conversion.
Lingxiao Xu
Jun 322 min read


The Consumer Is Spending Faster Than Real Income Can Support
Real spending is still growing while real disposable income is shrinking and the savings rate has fallen near multi-year lows. The resilience is real, but the cushion beneath it is thinner.
Lingxiao Xu
Jun 126 min read


Why the Entire Treasury Curve Is Under Upward Pressure
Inflation is keeping pressure on the front end, AI-related issuance is reshaping the belly, and fiscal risk is lifting the long-end term premium.
Lingxiao Xu
Jun 110 min read


Fed Accounting: Negative Carry, Deferred Assets, and Staggered Remittances
The Fed’s recent losses are a balance-sheet carry problem after QE and rapid tightening, not a solvency constraint—and remittances will normalize unevenly.
Lingxiao Xu
May 284 min read


Oil Intensity, Stagflation Risk, and the Changing Macroeconomics of Energy Shocks
A structural collapse in barrels of oil required per unit of global GDP changes the way oil shocks transmit into inflation, growth, policy, and asset prices.
Lingxiao Xu
May 2710 min read


The US–Europe Surprise Gap Is an Energy Shock Wearing a Macro Mask
The 120-point gap between U.S. and European surprise indices reflects asymmetric energy exposure, industrial fragility, and Europe’s weaker nominal growth cushion.
Lingxiao Xu
May 276 min read


The Fed’s Shortfalls Rule Repriced the Inflation Distribution
The 2020 shift from employment deviations to employment shortfalls made monetary policy asymmetric: fewer zero-bound traps, but a higher inflation mean and fatter right tail.
Lingxiao Xu
May 256 min read


Buybacks Are the Hidden Bid, but Announcements Are Not Cash Flow
Corporate repurchases remain a powerful structural equity bid, but authorization headlines must be discounted because realized execution routinely trails by 20%–30%.
Lingxiao Xu
May 256 min read


Dollar Hegemony Is a Balance-Sheet Asset Backed by Power
Reserve-currency dominance is not only a financial equilibrium; it is reinforced by fiscal capacity, market depth, military reach, and confidence in the regime behind the debt.
Lingxiao Xu
May 257 min read
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