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$NVDA $MU $SNDK $LITE EXECUTIVE OVERVIEWThe Reiner Pope interview should be read as a 1st-principles economic model of frontier AI systems rather than as a generic technical lecture. Its central claim is that the binding constraint for frontier inference is not raw tensor-core FLOPs in isolation, but the joint system of HBM bandwidth, KV-cache movement, scale-up interconnect, batching policy, and memory hierarchy. The result is a coherent framework for explaining why token prices differ across i

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