In its Q3 2026 quarterly perspective, Borrowing From the Future1, the New Frontier Investment Committee delivers one of the sharper macro diagnoses of the year: the future economy is no longer an abstraction. It is now the price-setter for the present.
The Committee opens with a framing that cuts through the noise. "AI may become the dominant technology of the century and render much of the present economy obsolete," it observes, before landing the structural argument: "The future economy is setting the cost of capital for today's economy with little input from today's economy." Hyperscaler capital spending is approaching $1 trillion per year. Treasury borrowing runs near six percent of GDP. The 10-year yield rose 85 basis points to 5.29% in the quarter, the largest single-quarter increase since 1994. These are not abstractions. These are the mechanics of one price for capital, set by the largest and most determined borrowers.
Broadly Bad, Narrowly Great
Market performance in Q3 told a bifurcated story. Global equities gained 1.3% and the S&P 500 gained 2.3%, but the headline numbers concealed a stark divide. U.S. mega-cap technology stocks returned 11.5% on AI-related earnings. Large-cap value was flat. Small caps declined. Every bond category fell, with the 30-year Treasury reaching 5.6%, a level last seen in 2002. "Broadly bad and narrowly great, with surging yields," the Committee states, "is the hardest environment for a diversified investor."
Conservative investors absorbed the worst of it. The Committee is candid about the mechanics: "A conservative investor tells you one thing, that they do not want risk, so when the largest decline lands on them the explanation matters." That explanation is structural duration exposure in a quarter where yields rose 85 basis points with no signal from volatility. The Committee had already begun leaning in the opposite direction before the quarter began, modestly reducing duration in its August rebalance, but "leaning harder would have required a forecast of an 85 basis point move with no warning from volatility, which no one had."
The Capitalist Trap
The most pointed passage in the report is the Committee's framing of the AI buildout as a structural trap. "The AI buildout is a capitalist trap: every participant is behaving rationally, but every participant would be better off acting differently, but can't due to competition." The mechanics are precise. Large tech firms face a binary: spend billions or watch AI erode the core business. Model labs that stop training lose share to those that do not. Skeptical lenders are outbid by the most optimistic capital, driving down the marginal cost of debt. "More than $200 billion of long-term debt has been issued this year for data centers," the Committee notes. The trap's exits are narrow. "Capitalist traps end in a bust or in regulation, and there is little will to regulate this one."
The comparison to the late-1990s internet buildout is instructive. That boom coincided with federal surpluses. "The AI buildout is the first modern technology boom that has to compete with government spending." Keynes, the Committee argues, would advise government restraint.
The Fed, Politics, and Inflation
The Federal Reserve raised rates a quarter point in September, its first hike in three years. The Committee situates that decision in both policy and political terms: "The Fed's dual mandate is also the politicians' mandate. Anyone who wants to stay in office needs a healthy economy, but voters are still angry about prices. Inflation hurts everyone while incremental growth helps a few." The implication is structural. Before the pandemic, shocks were deflationary and bonds offered free insurance. That regime is gone. "Now the shocks are inflationary, AI adds structural price pressure, and investors must find more costly insurance elsewhere."
What Alternatives Actually Mean
The quarter clarified which diversifiers earn the label. Managed futures gained nearly 13%, market-neutral strategies more than 7%, and gold gained 3.5%. Private equity, non-traded REITs, and momentum did not help. The Committee is direct: "Illiquidity does not make a core asset an alternative. Private equity and credit have the same economic exposure as their liquid cousins."
5 Key Takeaways for Advisors and Investors
- There is one price for capital, and the future is setting it. AI buildout spending and government borrowing are the dominant borrowers. Every other participant pays the rate they demand.
- Conservative portfolios absorbed the worst of Q3 but are better positioned going forward. With yields above 5%, the starting point for forward bond returns is stronger than it has been since 2007.
- The AI buildout is a structural trap, not a cycle. It ends in a bust or in regulation. Long-term portfolios need to be built for either scenario, including the possibility of a plateau in model progress.
- True alternatives proved their worth. Managed futures, market-neutral strategies, and gold delivered when bonds did not. Illiquidity is not a proxy for genuine diversification.
- The stock-bond correlation regime has changed. Inflation shocks are now the baseline. The free insurance bonds once provided must be sourced elsewhere, at a cost.
The Committee closes with a discipline statement that captures the orientation: "Our job is not to guess the future, but to own enough of the future to participate in it, and enough of the present to not depend on an unknown future."
Footnote:
1 New Frontier Investment Committee. "Borrowing From the Future." New Frontier Advisors, 14 Oct. 2026, https://www.newfrontieradvisors.com/insights/all-insights/borrowing-from-the-future/.
