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AWS sagemaker documentation change

Service: sagemaker · 2026-07-01 · Documentation low

File: sagemaker/latest/dg/studio-lab-use-manage.md

Summary

Added deprecation notice for Amazon SageMaker Studio Lab, closing new customer access effective 7/30/26 with continued security improvements

Security assessment

Mentions ongoing security improvements but doesn't address a specific vulnerability. General security maintenance documentation added.

Diff

diff --git a/sagemaker/latest/dg/studio-lab-use-manage.md b/sagemaker/latest/dg/studio-lab-use-manage.md
index e147d477a..1e9bd5b6d 100644
--- a//sagemaker/latest/dg/studio-lab-use-manage.md
+++ b//sagemaker/latest/dg/studio-lab-use-manage.md
@@ -10,0 +11,4 @@ Your default environmentView environmentsCreate, activate, and use new conda env
+###### Note
+
+After careful consideration, we have made the decision to close new customer access to Amazon Sagemaker Studio Lab, effective 7/30/26. Existing customers can continue to use the service as normal. AWS continues to invest in security and availability improvements for Studio Lab, but we do not plan to introduce new features. For more information, see [Studio Lab availability change](./studio-lab-availability-change.html). 
+