08:58
2026-09-24
cast.ai
ai-infrastructure
The GPU Shortage Inside Your Own Infrastructure: Why AI Workloads Queue While Capacity Sits Idle
Cast AI's 2026 Kubernetes Optimization Report, analyzing tens of thousands of production clusters from January 2025 through April 2026, recorded average GPU compute utilization of 5% before any optimi…