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Right-size generative AI endpoints with concurrency sweeps on Amazon SageMaker A

BACKGROUND
1 SIGNALFIRST DETECTED 22 September 2026
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22 Apr
Amazon SageMaker AI now supports optimized generative AI inference recommendations

Today, Amazon SageMaker AI  supports optimized generative AI inference recommendations. By delivering validated, optimal deployment configurations with performance metrics,

REPORT · WHEN · AWS Machine Learning BlogOPEN STORY
13 Jul
Launching UI for generative AI inference recommendations in Amazon SageMaker AI

In this post, we introduce the UI for optimized generative AI inference recommendations in Amazon SageMaker AI Studio, a low-code no-code (LCNC) experience. The API already gives

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
18 Jun
Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch

Amazon SageMaker AI provides fully managed real-time inference hosting for machine learning models. You deploy a model to a SageMaker endpoint backed by one or more compute

REPORT · WHAT · AWS Machine Learning BlogOPEN STORY
4 May
Capacity-aware inference: Automatic instance fallback for SageMaker AI endpoints

Today, Amazon SageMaker AI introduces capacity aware instance pool for new and existing inference endpoints. You define a prioritized list of instance types, and SageMaker AI

REPORT · WHEN · AWS Machine Learning BlogOPEN STORY
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AWS Machine Learning Blog

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