Headwind: AI Hyperscaler Resource Crunch
- Hyperscaler capex exceeds FCF by 10-20% annually, forcing sustained debt reliance
- Energy grid expansions lag demand by 30%, triggering shortages and rationing
- Talent concentration in hyperscalers creates 40% global AI skills shortage
- Data scarcity from regulations halves effective AI training efficiency
About this Frame: A Frame is a way to think about how the world could unfold — not a prediction.
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