When GPU Utilization Lies: The Hidden Systems Problem Slowing Modern AI

# GPU Utilization Isn't What It Seems When companies measure how hard their AI systems are working, they usually look at "average utilization"—basically, what percentage of the GPU's power is being used. But this metric can be misleading because GPUs might look busy overall while actually spending a lot of time waiting for data or sitting idle in ways that waste money and slow down results. The article explains why looking at the headline number isn't enough if you want to actually understand whether your AI infrastructure is working efficiently.