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Tech giants are ending unmetered AI subscriptions, introducing compute bars and hourly caps that strain heavy workflows, signaling the end of cloud supercomputing as an infinite resource.
Nvidia is backing Span's initiative to deploy residential mini-data centers that leverage underutilized home electricity to run distributed AI workloads. The concept aims to bypass grid constraints by placing GPU nodes beside houses, though it remains largely unproven in real-world deployments.