Why We Don’t Need More Data Centers - Dr. Jasper Zhang, Hyperbolic
Aug 1, 2025 · 14:18
Dr. Jasper Zhang, CEO of Hyperbolic, argues that the AI industry's focus on building more data centers is inefficient because GPUs already sit idle 80% of the time. Instead, he advocates for a GPU marketplace that aggregates supply from fragmented providers, cutting costs by 50–75%—Hyperbolic offers H100s at $0.99/hour versus $2–$11 from traditional clouds. His HyperDOS software connects any Kubernetes cluster in 5 minutes, enabling dynamic rental and release of GPUs. He illustrates with a startup that can reduce compute costs from $43.8 million to $6.9 million by flexibly scaling capacity and selling idle GPUs, effectively boosting productivity 6x on the same budget. Zhang contends that smarter allocation, not just more data centers, is key to sustainable and democratized AI infrastructure.
