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Amazon SageMaker Inference: 2026 year-to-date launches in review

AWS Artificial Intelligence Blog · article · Sep 18, 2026 · UTC

Amazon SageMaker AI shipped 13 inference launches in year-to-date across two deployment paths: fully managed endpoints and Amazon SageMaker HyperPod Inference. This post reviews each launch, from inference recommendations and capacity-aware instance pools to tiered KV caching and disaggregated prefill and decode.

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Evidence & attribution

First collected: 2026-09-19T20:26:46.936Z. This is not the publication date.