<ul data-eligibleForWebStory="false"><li>AWS enhances SageMaker with new observability capabilities, coding environments, and GPU cluster performance management.</li><li>Competition from Google and Microsoft in the AI space remains strong, with both offering features to speed up AI training and inference.</li><li>SageMaker now provides more insight into model performance issues and allows local IDEs to connect for deploying projects on the platform.</li><li>AWS aims to cater to developers by enabling them to work on preferred IDEs and offering features like SageMaker HyperPod for managing server clusters for both training and inference tasks.</li></ul>

AWS doubles down on infrastructure as strategy in the AI race with SageMaker upgrades

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