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Circular reasoning

28 August 2026 | Index concentration and circular risks

The current era of high concentration in major indices begins a spiral of ever decreasing circles. And risk supports become interrelated.

Three supports of market pricing and the promise they must keep.

  • that passive flows continue, and increase
  • that index investment leverage to the anticipated AI payoff, pays off
  • and benign credit markets don’t become malignant

This is no under-analysed boom. The rise of concentration in indices and the leverage to AI outcomes is well known. The specific shift we address here is the shift to AI spend being supported by borrowed money not earnings.

The bond market’s unease about it was the subject of the previous piece.

The bond market is renegotiating terms on AI debt. Insuring it costs more than it did. On Oracle, the largest single AI borrower, that cost has gone past two hundred basis points — the highest it has ever been — from 144 in January and 129 in February. The others have moved the same way, less far.

Exhibit 1, cost of insuring the largest AI borrower's debt: five-year credit default swap spreads rise from 144 basis points in January 2026 to 212 by late July, against 79 for broad investment grade.

This is not a prediction of stress. The price of insuring debt increases the more there is, and Oracle issues the most. A sustained rise in the cost of that money is a different matter. The equity market shrugs and advances on.

In July S&P cut Oracle to one notch above junk, and put a number on the circularity: roughly half of its $638bn order book is a single private counterparty.

Value is subjective. Price relies on supports. Each one bearing a weight of expectation. And investment expectations across the board, have become unusually uniform. Not in opinion but in the movement of money.

None of this is extraordinary, far from it. But what is unusual is how tightly arranged and interrelated it has all become. And the signals it gives off.

Exhibit 2, the circular financing loop: the chip supplier invests in model developers, which commit to capacity at cloud providers, which buy chips, with a financing layer funding the build.

The S&P 500 is more concentrated than at any point in its modern history with ten companies making up forty per cent of the index. Passive flows into market cap index funds accelerate the concentration into megacap companies. Index funds passed active in 2019 and now hold close to two thirds of US equity fund money — $15.2tn against $8.6tn. Which are focused primarily on a single bet. Capital spent on artificial-intelligence capacity will earn its return.

Exhibit 3, top-ten share of the S&P 500: the ten largest companies are 40 percent of index value in 2026, above the 27 percent peak of 2000.

This expenditure is well documented and unparalleled in scale. Now commitments are no longer met by internal cash flow.

Cash flows produced by the greatest of monopoly businesses, the most profitable and cash-generative companies ever built.

Then there is the bid.

Equities are bought, at the margin, by passive funds. Automatic flows which are price insensitive. It is a ‘fixed’ bid that has not faltered and has grown in share to dominate. The US indexes are widely owned and the earnings story at the centre depends increasingly on circular internal commitments.

The credit markets have something to say about it.

THE MARKET CONCENTRATES

Five buyers of AI capacity — Microsoft, Amazon, Alphabet, Meta and Oracle — and one seller of chips.

These drive a meaningful share of the whole index’s earnings growth. Growth dictated by capital spending.

In the quarter to 26 July, Nvidia sold $96.2bn of hardware, twice what it sold a year earlier, and kept $59.7bn of it as profit. It expects to sell $108bn in the next one.

The seven largest are about a third of the index. At the end of 2018 they were thirteen per cent. It is the highest concentration in the top seven since the Nifty Fifty of the early 1970s.

The reversal of that concentration saw large drawdowns in the leaders.

SUPPORT REGIMES

  • Passive flows are a stabilising force and unshaken by events. Market cap weighted index funds are a structural driver of concentration.
  • Concentrated AI-related spend channels into a singular payoff expectation. The biggest monopolies leaning on their separate businesses to participate.
  • Well-behaved interest rates.

The cost of money is now the one under negotiation. The bond market is eyeing up a lot of supply and wants a better price on it.

Exhibit 4, hyperscaler bond issuance by year: under 50 billion dollars a year through 2024, then 118 billion in 2025 and 155 billion in 2026.

The shortfall between capital spending and earnings is funded in the bond market. Future spending commitments continue to rise.

Exhibit 5, capital spending against free cash flow: the five hyperscalers' capital spending crosses above free cash flow in 2024 and reaches 400 billion dollars by 2026 as free cash flow falls towards zero.

The expected earnings stream relies on the promised commitments of the buyers of compute. Some of them AI companies. The start-up leaders are private companies looking to go public. Which, if successful, would be among the fastest aggregations of value in history. The technology is real.

It’s also a spending arms race with a presumed one or three winners. Each competitor is leaning on their empires to do it and, increasingly, the credit markets.

Concentration is less visible in its relationships. It relies on circular internal beliefs. That passive flows are uninterrupted. And they continue to concentrate in US indices. And AI spend accelerates. Everyone within the centre must believe the others’ spending commitments for the future.

Active private funds hold the off-balance-sheet commitments. Which is marked to market on the assumption of perfect liquidity. Passive funds hold the stock. Everyone commits to spending big.

Markets have always had structural fragilities. And regular tests of them are not hypothetical. The concentration and the passive bid are not new. Non-participation in it has been the real risk.

But knowing they exist is valuable. Knowing how they break and seeing it in real time could be priceless.

THE BOND MARKET WEIGHS IN

The three scenarios the owner and active buyer of hyperscaler debt must handicap.

  • All is well. Sheer spending might overcome all obstacles. Big investment pays off and transforms the economy. · Low rates forever.
  • Muddle through. Earnings take longer than expected. Volatility rocks the boat. · Middling rates with lots of panicky movement.
  • ‘Not failure early tech cycle bust.’ An interim hiccup along the way. AI is certain to transform our economy but the profound shifts come after a build out bust. · High rates and rising.

The strength-overcomes scenario is currently under test. Muddle through is the most likely path. Historical precedent would tip, overwhelmingly, in favour of the ‘not failure but…’ outcome. The early cycle clear out. Which is followed by the true transformation promised by the technology.

By any reckoning it is still early in the AI story. The technology will shape everything from here on out. As with all the others that went before it.

MUDDLE THROUGH. KEY BELIEFS.WHAT IT MEANS — WE MUDDLED THROUGH
Free cash flow across the five turns positive again while capital spending continuesEarnings caught up.
Hyperscaler credit protection stays in range and absorbs new supplySpreads widening is supply, not stress.
Revenue at the buyers of compute continues to rampCircular financing was a bridging loan.
Breadth widens — innovation and smaller cap activity increasesConcentration can unwind in a healthy way.
Passive flows stay positive throughoutThe core support remains strong.
Private-equity enjoys continued liquidityVolatility is tamed.

Should one of the drivers of concentration stutter, disturbances get passed around. This is not to do with sentiment but built into the structure. The coil of concentration. Everything becomes more closely correlated. Market structure can drive drawdowns under certain conditions; sentiment usually catches up later.

‘NO. 3 NOT-FAILURE’ — EARLY INDICATORSWHY IT MATTERS
Cost of insuring AI debtEarly signs of stress.
Capital spending against cash flowThe gap is what the bond market funds.
Breadth narrowingConcentration deepening, not unwinding.
Passive fund flowsThe support that has never been tested.
Private-market stressMarks that assume a liquidity nobody has priced.
Interest ratesThe discount rate under every one of these.

The supports under this market have been reliable for a long time. Concentration creates correlation and they now all lean on one another.

Return to the three promises at the top. That passive flows continue. That the leverage to AI pays off. That credit stays benign. Each was a separate proposition, held by different people for different reasons. They are now one. Held by the same money, resting on the same handful of names and balanced on the same risk factors.

That is what the tightening coil means. Not that any of them breaks — only that they can no longer break separately. An index fund, a corporate bond fund and a private-credit allocation look like three decisions. They are increasingly one.

And the price being paid for all this? There appears to be lots of borrowed goodwill included.

What to watch

28 AUGWHY IT MATTERS
Oracle five-year CDSpast 200bpA record. It fell to 129bp in February on a financing plan, so it can retrace.
US investment grade spread79bpTight. One name at a record inside a market that is entirely relaxed.
S&P rating on OracleBBB−Cut on 9 July. A second cut forces the index funds to sell.
Top ten, share of the S&P 50040%A record; 27% at the 2000 peak. Narrowing breadth deepens it.
Passive fund flows63.8%Index funds are 63.8% of US equity fund assets. The bid has never met a sustained outflow.
Hyperscaler capex against cash flowabout $400bnFree cash flow is heading to zero. The gap is what gets borrowed.
Nvidia, next quarter guided$108bnThe cleanest read on whether the spending continues.

Marked to the close of 28 August 2026.

Where to check

  • Index-provider data — top-ten share of the S&P 500 market value, to 27 August 2026.
  • Company filings — hyperscaler capital spending and free cash flow. Five-name basis; 2026 estimated.
  • Filings and dealer research — bond issuance. 2026 a part-year estimate; off-balance-sheet financing estimated separately.
  • Five-year credit default swaps — dated observations, January to late July 2026. ICE BofA US Corporate index for the broad market, 27 August 2026.
  • S&P Global Ratings — Oracle Corp. downgraded to BBB−/A-3 from BBB/A-2, 9 July 2026.
  • NVIDIA — second-quarter fiscal 2027 results, quarter ended 26 July 2026.
  • Investment Company Institute — Active and Index Investing, June 2026.
  • Press reporting, 2026 — the arrangements shown schematically in Exhibit 2.

Market data to the close of 28 August 2026. Figures are dated, not current, and move quickly.

Not investment advice. Figures come from primary sources, listed under Where to check. AI assists with retrieval and figures are checked back against source. Mistakes will still get through. We would like to close gaps in reasoning — comments welcome. Errors are mine, and corrections run in the next issue. Know what you own. Ideas come from everywhere, other people’s letters included; the research, the structure and the conclusions here are my own. I may hold positions in the securities mentioned. I do not trade them in the week either side of publication.

Beyond Institutional Thinking. This publication is produced for educational and informational purposes only. Nothing in any Beyond Institutional Thinking publication constitutes investment advice, financial advice, trading advice, or any other form of regulated advice. Nothing herein should be construed as a recommendation, solicitation, endorsement, or offer to buy, sell, hold, or otherwise transact in any financial instrument, security, asset class, currency, or investment product.

All investment involves risk, including the risk of total loss of capital. Past performance is not a reliable indicator of future results.

Views expressed are those of the author at the time of publication and are subject to change without notice. While reasonable efforts are made to ensure accuracy, no representation or warranty is made as to the completeness, accuracy, or timeliness of the information provided.

The author may hold positions in securities mentioned in this publication, and those positions may change without notice. No position in a security discussed is opened or closed in the week either side of publication.

Readers are solely responsible for their own investment decisions and any reliance placed on this material is at their own risk.

James Male is not authorised or regulated by the Financial Conduct Authority. Seek independent regulated financial advice before making any investment decision.

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