AI capex and rising real yields are reshaping portfolio construction

AI capex and rising real yields are reshaping portfolio construction
A new FTSE Russell report finds investors holding growth assets and high-grade bonds simultaneously, as AI debt floods credit markets.
OCT 08, 2026

Global investors are running two trades at once and the tension between them is building. According to FTSE Russell's Global Wealth Research report fund flows through August 31, 2026, show investors simultaneously adding to AI-linked growth assets and high-quality fixed income, creating what the firm's researchers describe as a barbell of risk appetite.

The report surfaces three portfolio construction challenges that deserve attention now: surging AI capital expenditure and its effect on credit markets, the return of structurally higher Treasury yields, and the concentration risk embedded in headline equity indexes.

AI capex is reshaping investment-grade credit

The scale of artificial intelligence infrastructure spending - capital expenditure, or capex, meaning the large upfront costs companies incur building out data centers, chips and related systems - is no longer just an equity story. It is moving through credit markets in a way that is beginning to alter benchmark composition.

According to the FTSE Russell report, hyperscalers - the handful of companies operating the world's largest AI infrastructure, including data center capacity - accounted for 11.8 percent of US investment-grade bond issuance in 2026 through August 2026, up from 1.7 percent in 2024.

Within the industrials sector specifically, that share reached 22 percent. To fund AI investment, companies are issuing significant amounts of long-dated debt: Alphabet and Amazon alone issued more than $175 billion combined in 2026 year-to-date, with a weighted average maturity of roughly 15 years, according to the report.

The cash flow picture is deteriorating alongside the debt load. FTSE Russell's analysis found that four of the five largest hyperscalers have moved from double-digit positive forward free-cash-flow margins to negative territory.

That is a meaningful shift for advisors evaluating investment-grade credit exposure, because the all-in yields that make IG bonds attractive today are largely a function of the sovereign rate rather than the spread premium - and spreads in investment grade are near decade lows, sitting at the 14th percentile historically, per the report.

What structurally higher Treasury yields mean for return prospects

US Treasury yields have moved to what FTSE Russell describes as a structurally higher post-Covid regime. As of September 30, 2026, 7-to-10-year yields stood at 5.2 percent and yields on maturities beyond 20 years reached 5.7 percent; post-global financial crisis highs, according to the report.

The year-to-date rise in the 7-to-10-year part of the curve was driven primarily by real yields, which increased by 104 basis points, with inflation expectations contributing just 16 basis points. That distinction matters: it points to structural forces - wider fiscal deficits, capital demand from AI, infrastructure and defense investment, and the ongoing unwinding of quantitative easing - rather than a simple reassessment of the inflation outlook.

The flip side is the entry-point argument. FTSE Russell's historical analysis of FTSE US Treasury index data since 2000 found that higher starting yields have been associated with higher average subsequent returns: the top quintile of starting yields was associated with annualized 10-year forward returns of 6.6 percent, compared with 1.3 percent for the lowest quintile.

The relationship is strongest when bond maturity broadly matches the investment horizon, which gives advisors a framework for discussing duration positioning with clients. The report notes that over longer horizons, carry and roll-down become increasingly important as duration effects diminish.

The concentration problem hiding in headline indexes

InvestmentNews has covered the growing scrutiny around balance sheet quality at major technology firms, but the FTSE Russell Global Wealth Research report adds a market-structure dimension that advisors may be underestimating.

The FTSE USA Technology sector now represents 46.3 percent of the FTSE USA index by weight - a concentration that exceeds the combined weight of real estate, utilities, telecommunications, consumer staples, energy, healthcare, financials and industrials, according to the firm's data as of September 30, 2026.

Single-stock concentration is even more extreme in Asia-Pacific markets: TSMC represents more than 50 percent of the FTSE Taiwan Index and stands as the single largest stock in the FTSE Emerging Index at a 17.8 percent weighting; Samsung Electronics and SK Hynix together account for roughly 65 percent of the FTSE Korea Index.

The practical implication for advisors is that a client who believes they hold a diversified US equity portfolio through a broad index may be running a more concentrated bet on technology and AI than the label suggests.

The FTSE All-World index, which spreads exposure across developed and emerging markets globally, achieved strong risk-adjusted returns relative to major single-market alternatives over the 12 months through September 30, 2026, delivering a Sharpe ratio - a measure of return relative to risk - in the range of one to two times that of individual regional benchmarks, per the report.

North American equities continued to attract inflows, while European equity funds moved into outflows over six months. Asia-Pacific stood out, drawing inflows equivalent to approximately 7 percent of total net assets over six months and 14 percent over 12 months, though the report cautions that flows within the region were highly selective - Taiwan, South Korea, Japan and India drew stronger interest while China saw weaker equity flows.

China did, however, attract approximately $171 billion in fixed-income inflows over six months, more than any other Asia-Pacific market, according to FTSE Russell's data.

The yen and its ripple effects

A less-discussed element of the report with direct relevance to advisor portfolio positioning is the Japanese yen. In late July 2026, Japanese and US authorities engaged in a coordinated foreign exchange intervention that produced a sharp yen appreciation equivalent to a five-standard-deviation move based on the past 10 years, per FTSE Russell's analysis. The yen is the third-most-traded over-the-counter currency globally, according to the Bank for International Settlements' 2025 data, meaning it is too large and liquid a market for intervention to suppress volatility permanently.

The fixed-income implications of yen volatility for US bond markets may deserve more attention than they are receiving in advisor conversations: the report notes that a stronger yen could trigger unwinding of yen carry trades or repatriation of Japanese foreign direct investment, potentially reducing demand for higher-yielding assets and pushing yields higher on G7 government bonds and credit.

The FTSE Japan 100% Hedged Index outperformed the unhedged FTSE Japan Index by approximately 12 percentage points over the 12-month period, returning 37.6 percent versus 25.6 percent in US dollar terms, according to the report.

The overall picture the FTSE Russell report presents is one where the traditional risk-on/risk-off framework offers limited guidance. Investors are simultaneously adding to both ends of the risk spectrum - growth assets and high-quality duration - while the credit middle ground, particularly investment-grade corporate bonds, is absorbing AI-driven supply at historically tight spreads.

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