Your GPUs Are Working Hard. They’re Just Not Doing Useful Work.

Jack Poller’s analysis reveals a critical inefficiency in modern AI inference, where systems frequently reprocess context, leading to wasted GPU cycles and increased operational costs. He presents Solidigm and MinIO’s innovative solution, which utilizes high-density NVMe storage as a distributed shared context memory, significantly enhancing concurrent request handling and reducing Time to First Token. For more expert perspectives on AI infrastructure, explore additional content from Jack Poller and the Tech Field Day delegates covering AI Infrastructure Field Day 5.

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