Stay up to date with the latest AWS SageMaker updates, new features, and improvements. Here's what changed in 2026.
New additions include a serverless notebook with a built
in AI agent, SageMaker Lakehouse for unified data access across S3 and Redshift using Apache Iceberg, SageMaker Catalog (built on Amazon DataZone) for enterprise governance, zero
ETL integrations for near real
Additional 2026 updates include expanded regional availability for Unified Studio and Lakehouse features, improved HyperPod support for larger distributed training clusters, broader JumpStart model selection with new foundation models from leading providers, and enhanced responsible AI tooling with more granular toxicity detection and configurable guardrails for generative AI applications.
AWS SageMaker is actively developing new features. Check back regularly or follow their official channels for the latest updates.
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Changelog last updated March 2026