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Last updated: June 11, 2026, 11:42 AM ET

AI Training Efficiency

Average GPU utilization misleads as hidden I/O and memory bottlenecks throttle modern AI workloads, pushing training times beyond projected gains and forcing researchers to adopt finer‑grained profiling tools to uncover the true resource constraints.