GlobalData TS Lombard
June 4, 2026
The Big AI Capex Debate
Macro ThematicEquitiesMacro Economic IndicatorsInformation TechnologyCommunication Services
While AI capex has reached historic levels and boosted tech stocks, 85% of industry revenue is currently derived from circular financing within the AI ecosystem. The long-term sustainability of this boom depends on genuine productivity gains realized by external sectors, which are not yet evident.
Key Takeaways
- 1.The current AI capex boom is of historic proportions, set to surpass Railway Mania as the largest infrastructure project in US history.
- 2.Approximately 85% of AI ecosystem revenues and compute demand are driven by internal 'capex recycling' among hyperscalers and model developers.
- 3.Sustainability of the boom depends on 'outer loop' revenue from external consumers and businesses paying for genuine productivity gains, which remains unproven.
Table of Contents
- AN HISTORIC BOOM
- BULL VS BEAR
- CIRCULARITY STILL RULES
- 1. AN HISTORIC BOOM
- What is the impact on the global economy?
- 2. BULL VS BEAR
- What is the bear case for the AI boom?
- Other risks and uncertainties
- Why has the mood changed in 2026? What is the bull case for AI?
- 3. CIRCULARITY STILL RULES
- Who is right – the bears or the bulls?
- Will AI boost productivity? Why is this so important?
- What are the implications for financial markets?
- Bottom line
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Authors
Dario Perkins
Securities
NVDAMSFTOpenAICSCO
Themes
AI Capex SustainabilityCircular FinancingProductivity ParadoxHistorical Technology Bubbles
Regions
North AmericaAsia PacificMiddle EastUnited StatesSouth KoreaTaiwan
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