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AWS sagemaker documentation change

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

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

Summary

Added deprecation notice for SageMaker Studio Lab, closing new access effective 7/30/26

Security assessment

Standard service discontinuation notice. Mentions security improvements without evidence of vulnerabilities.

Diff

diff --git a/sagemaker/latest/dg/studio-lab-use-external.md b/sagemaker/latest/dg/studio-lab-use-external.md
index 55e89eb68..1f9dcd49d 100644
--- a//sagemaker/latest/dg/studio-lab-use-external.md
+++ b//sagemaker/latest/dg/studio-lab-use-external.md
@@ -10,0 +11,4 @@ Use GitHub resourcesAdd an Open in Studio Lab button to your notebookImport file
+###### 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). 
+