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AWS sagemaker documentation change

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

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

Summary

Added deprecation notice for Amazon SageMaker Studio Lab with security improvement references

Security assessment

Notes security investments without evidence of addressing specific vulnerabilities. Adds documentation about security maintenance.

Diff

diff --git a/sagemaker/latest/dg/studio-lab-use-menu.md b/sagemaker/latest/dg/studio-lab-use-menu.md
index 84936738c..4e213033f 100644
--- a//sagemaker/latest/dg/studio-lab-use-menu.md
+++ b//sagemaker/latest/dg/studio-lab-use-menu.md
@@ -8,0 +9,4 @@
+###### 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). 
+