Amazon SageMaker Inference: 2026 year-to-date launches in review
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What happened
Amazon SageMaker AI shipped 13 inference launches in the first half of 2026 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.
Summary assembled by rule from the sources below
Why it's spreading
Sources
Official
- Amazon SageMaker Inference: 2026 year-to-date launches in reviewAWS Machine Learning