Real Yields, Peak Margins, Copper

Written By Denis Rezendes, CFA

The U.S. economy appears to be re-accelerating. The 10-year Treasury yield is closing in on 5%, but this time the move isn’t about inflation. Real yields are doing the heavy lifting. Surprisingly, financial conditions are looser than at any point since 2009, which may give equities some cushion if the Federal Reserve’s next move is a hike. The AI buildout is shaping up to be the largest capex boom on record, but can valuations tell us whether it’s a bubble? Where are we going to find all this copper?

 

1. Business activity is expanding at its fastest pace in years, with services and manufacturing both well into growth territory:

Business activity is expanding at its fastest pace in years, with services and…: US composite PMI output has jumped to its highest level in several years in September 2026, with both services activity and manufacturing output rising well above the…Source: Chris Williamson, S&P Global via the Daily Chartbook on 9/23/2026

 

2. The Atlanta Fed’s GDPNow model is tracking third-quarter growth above 5%, powered by consumer spending and private investment:

Atlanta Fed GDPNow Model Q3 2026 Estimate: The GDPNow model's Q3 2026 nowcast reads 5.1% as of Sep 16, well above recent quarters. Private investment and consumer spending drive it, while net exports subtract.Source: @lizthomasstrat via the Daily Chartbook on 9/16/2026

 

3. The 10-year yield is pushing toward 5%, but breakevens have barely moved:

It's Not About Inflation: The 10-year Treasury yield has risen to near 5%, driven mainly by higher real yields rather than inflation breakevens, which have stayed roughly stable.Source: John Authers, Points of Return

 

4. Financial conditions are the loosest they’ve been since at least 2009:

As Easy as It Gets: US financial conditions in late 2026 are at their loosest level of the post-2009 period, edging above prior peaks near 1, in contrast to the deep tightening episodes of 2009 and 2020.Source: John Authers, Points of Return

 

5. Historically, the stock market has tolerated the first rate hike of a cycle well, 2022 being the notable exception:

Historically, the stock market has tolerated the first rate hike of a cycle…: S&P 500 returns after initial Fed hikes were mixed short term but mostly positive at 12 months, with 1997 strongest and 2022 the notable negative outlier.Source: John Authers, Points of Return

 

6. As a share of GDP, we’re on pace to spend more building out AI than we did building the nation’s railroads:

Peerless Artificial Intelligence: The projected 2025-2032 AI buildout's capex boost to GDP, above 3% of GDP, exceeds every prior infrastructure boom, including railroads, which topped out just above 2%.Source: John Authers, Points of Return

 

7. Tech valuations are nowhere near dot-com levels, with the sector’s forward P/E back near 20x:

Nowhere Near Dot-com Hype: The S&P 500 IT sector's forward P/E has pulled back from near 30x to about 20x. That is far below the dot-com peak of over 50x and close to its long-run range.Source: John Authers, Points of Return

 

8. But that multiple rests on the highest operating margins in at least two decades:

A Different Party: S&P 500 IT sector forward operating margins have risen steadily since 2009 and surged above 40% by 2026, framed as evidence that the current tech buildout rests on profitability rather than froth.Source: John Authers, Points of Return

 

9. And the buildout’s suppliers depend on a handful of customers. For some, roughly 80% or more of revenue is tied to the AI ecosystem:

Top 5 demand-side reliance: AI infrastructure firms show heavy revenue concentration in a few AI-ecosystem customers: Applied Digital relies on Oracle and CoreWeave, CoreWeave largely on Microsoft, while SK Hynix, NVIDIA and TSMC are less…Source: Toby Nangle, Financial Times via the Daily Chartbook on 9/18/2026

 

10. Copper reached a record near $14,000 per metric ton:

Tariff Anxiety Spurs Record Rally: LME copper forward prices have surged to record highs near $14,000 per metric ton in 2026, breaking well above the roughly $10,000 peaks of 2011 and 2021-2022, amid anticipated U.S. tariff moves on refined copper.Source: John Authers, Points of Return

 

11. Commodity-rich Latin America has drawn record ETF inflows this year:

Record Inflows Drive Latin America ETF Boom: Latin America ETFs took record net inflows in 2026 year-to-date, reversing the sharp 2024 outflow and lifting total net assets to a new high for the 2008-2026 period.Source: John Authers, Points of Return

 

12. Despite the hype, AI and data centers account for only 10% of the expected growth in copper demand through 2040. The energy transition does the heavy lifting, at half the growth:

Net change in global copper demand by vector (2025 vs. 2040): Projected global copper demand rises from 28 to 42 MMt between 2025 and 2040, with energy transition driving half of the +14 increase, core economic uses 36%, AI and data centers 10%…Source: John Authers, Points of Return

 

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The S&P Global US Purchasing Managers’ Index (PMI) surveys are monthly measures of business conditions based on responses from purchasing managers at U.S. manufacturing and services companies; readings above 50 indicate expansion and readings below 50 indicate contraction. The Composite PMI Output Index combines manufacturing output and services business activity. The 10-Year Treasury Yield represents the interest rate on U.S. government debt securities with a maturity of ten years and is commonly used as a benchmark for long-term interest rates. The Bloomberg US Financial Conditions Index tracks the overall level of financial stress in U.S. money, bond and equity markets; positive values indicate looser-than-average financial conditions and negative values indicate tighter-than-average conditions. The S&P 500 Index measures the performance of 500 large-capitalization U.S. companies. The S&P 500 Information Technology Sector Index comprises the companies within the S&P 500 that are classified in the information technology sector under the Global Industry Classification Standard (GICS). The LME Copper 3-Month price is the price of copper for delivery in three months on the London Metal Exchange and is widely used as the global benchmark price for copper. Gross domestic product (GDP) is the total monetary value of all finished goods and services produced within a country’s borders during a specific period and is a broad measure of overall economic activity. Inflation is the rate at which the general level of prices for goods and services rises over time, resulting in a decline in purchasing power.

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