Do a timeline on how localized ai affects data center capex
Localized AI (on-device, edge, and on-prem inference via hardware like NVIDIA RTX/DGX Spark with large unified memory) influences data center CapEx by offloading high-volume, latency-sensitive, or privacy-focused inference workloads. This creates a hybrid future: centralized hyperscale facilities focus more on training, frontier model development, and complex tasks, while distributed/edge infrastructure and personal devices handle routine inference.<grok:render card_id="ac5893" card_type="citati…
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