GPU Management: Why Idle GPUs Are the New Grounded Aircraft
Utilization, not intelligence, is becoming the key constraint in AI. As enterprises acquire their own GPUs, keeping them busy is more challenging than procuring them. GPU management emerges as a critical discipline to maximize return on hardware investment.
OpenAI
Anthropic
Meta
Amazon/AWS
Google/DeepMind
Microsoft

