GPU Scarcity Isn't the Problem Anymore. GPU Allocation Governance Is.

GPU allocation governance is becoming the defining AI infrastructure challenge of 2026 — not because enterprises cannot acquire GPUs, but because they cannot arbitrate who uses them. The GPU Shortage Didn’t End. It Changed Shape. By May 2026, VentureBeat’s AI Infrastructure tracker showed “access to…

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