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The Inference Auction: Why Bidding for GPU Priority Breaks KV Cache Locality

Every major frontier lab currently bills compute like an electric utility. You pay a posted price per million tokens, accept a fixed rate limit, and hope the cluster does not hit capacity while your workflow runs. When demand exceeds cluster capacity, the provider rations access through crude mecha…

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  1. 2026-10-01 16:29 · DEV Community — Machine Learning
    The Inference Auction: Why Bidding for GPU Priority Breaks KV Cache Locality

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