Rules of relevance

Carlyle

Jason Thomas

Research

15 Pages

Carlyle examines how investors’ analytical frameworks can obscure risks across AI, credit, rates, and deglobalization. More than 80% of anticipated AI capex through 2030 may require external financing, while $2.5tn of AI-provider backlog is estimated to hold only about $375bn of net economic value after required capital costs.

Key Takeaways

AI financing shifts: Over 80% of anticipated AI capex through 2030 may require external financing as hyperscaler cash flow becomes insufficient.
Backlog value shrinks: Top AI providers disclosed more than $2.5tn of backlog by Q2 2026, but Carlyle estimates net economic value around $375bn.
Savings glut reverses: US corporate net savings are down 86% versus the comparable prior cycle, helping explain higher Treasury yields beyond AI borrowing alone.
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