The AI Boom's Next Test Isn't ROI | Andy Constan on Whether Markets Can Fund $1 Trillion episode artwork

EPISODE · Aug 20, 2026 · 1H

The AI Boom's Next Test Isn't ROI | Andy Constan on Whether Markets Can Fund $1 Trillion

from First Principles with Andy Constan · host Excess Returns

Andy Constan joins First Principles to explain why record stock prices, rising long-term Treasury yields and sticky inflation can all coexist, and why the next major market risk may come from the financing behind the AI CapEx boom rather than the eventual return on that investment. We discuss Kevin Warsh and Fed balance sheet policy, Treasury issuance and the quarterly refunding announcement, corporate bond and equity supply, Nvidia's $500 billion financing structure, and Andy's "not enough pie" framework for comparing AI earnings expectations with GDP and productivity growth.Andy Constan on Xhttps://x.com/dampedspringDamped Springhttps://dampedspring.com/Damped Spring Substackhttps://substack.com/@dampedspringTopics coveredWhy rising long-term interest rates can be consistent with strong economic growth and record stock pricesWhy Andy does not see higher government interest costs creating an imminent U.S. debt crisisThe "script to kill inflation" and why reducing the wealth effect may require lower stock, bond and asset pricesHow the Fed, Treasury and other policymakers have suppressed long-term interest rates and risk premiumsWhy Kevin Warsh's comments about the Fed balance sheet and letting the bond market "do the work" could signal a policy shiftHow Treasury bill issuance, coupon issuance and the quarterly refunding announcement can affect stocks, bonds and financial conditionsWhy the AI CapEx boom is shifting from cash flow funding toward massive corporate debt and equity issuanceAndy's "hamburger thesis" and why the ability to finance AI infrastructure may matter before anyone knows the ultimate AI ROIWhy capital markets can suddenly close after issuance booms and what that could mean for the AI investment cycleHow Nvidia's $500 billion financing structure expands the pool of capital available to data center projectsThe "not enough pie" problem: why projected corporate earnings may require extraordinary GDP growth, productivity gains or a larger corporate share of the economyWhat Andy watches in new stock and bond deals for signs that investors are becoming unwilling to absorb more supplyTimestamps00:00:08 Why stocks, long-term yields and inflation can all rise together00:07:18 The "script to kill inflation" and why short-term rates may not be enough00:12:48 How policymakers have suppressed long-term interest rates00:16:53 The Warsh "drumbeat" and a possible shift in Fed balance sheet policy00:21:56 Why markets may be underestimating Warsh's willingness to fight inflation00:26:27 Treasury bills versus coupons and the limits of current financing policy00:31:33 The "hamburger thesis" behind the massive AI CapEx funding shift00:38:41 Why AI financing may matter more than AI ROI in the short run00:42:55 Breaking down Nvidia's $500 billion data center financing structure00:47:51 The "not enough pie" problem for AI earnings and economic growth00:52:03 Demographics, productivity and the limits on future GDP growth00:56:14 What issuance prices reveal about capital market stressLearn more about the Excess Returns podcast network:https://excessreturns.coNo information discussed in this podcast should be construed as investment advice. Securities discussed may be held by the hosts and guests, their firms or their clients.

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The AI Boom's Next Test Isn't ROI | Andy Constan on Whether Markets Can Fund $1 Trillion

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