Hyperscalers, the risk of the AI race

▤ Summary

Hyperscalers enter 2026 with strong revenue growth, but their capital spending is rising much faster and pressuring free cash flow. The article shows how AI demand, cloud growth, and digital advertising still support top-line expansion while data centers, GPUs, energy, and networking absorb increasing amounts of cash. It highlights a shift from a software-led model to an infrastructure-led race, with custom chips, optical fiber, and power availability becoming strategic constraints. The piece also notes that Chinese AI and chip progress could influence future capex decisions and competitive positioning. For vendors, the biggest opportunity sits in the infrastructure layer around energy, fiber, data centers, and cloud deployment support.

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