AI inference is no longer only a GPU procurement problem.
OpenAI's Hot Chips 2026 Jalapeno presentation reinforces where infrastructure is heading: purpose-built systems, high-bandwidth memory, and low-latency multi-chip workloads.
That makes cost discipline more important, not less.
Deploy GPU compute from $0.15/hr and cloud storage from $2.49/TB.
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Spin up an RTX 3090 in 60 seconds. Storage at $2.49/TB. Zero egress between GPU and storage.
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Originally posted on linkedin_personal