Model Releases
Amazon SageMaker Inference: 2026 year-to-date launches in review
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,
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.
Related
- LLM optimization integration for Amazon SageMaker Python SDK
- Launching UI for generative AI inference recommendations in Amazon SageMaker AI
- ICYMI: What landed for AI builders in August 2026
- Accelerate Generative AI Inference on Amazon SageMaker AI with G7e Instances
- Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference
Source: AWS ML Blog | 2026-09-18