The Token Economy

Why AI Factories Demand a New Storage Architecture

IF YOU’RE BUILDING AI INFRASTRUCTURE TODAY, you're not building a storage system. You're building a token factory — and the economics of that factory live or die in the storage layer. The shift from generative to agentic AI changed the metrics.

TTFT, cost per token, KV cache reuse rates — these are the new SLAs. This paper, built on a joint discussion between WEKA's CTO and a Principal Architect at NVIDIA, lays out the architecture that makes those numbers work.

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