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AWS sagemaker documentation change

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

File: sagemaker/latest/dg/studio-lab-environments.md

Summary

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

Security assessment

Service discontinuation announcement. Mentions security improvements but no evidence of specific vulnerability being addressed.

Diff

diff --git a/sagemaker/latest/dg/studio-lab-environments.md b/sagemaker/latest/dg/studio-lab-environments.md
index 8d13bf79c..69cdde37d 100644
--- a//sagemaker/latest/dg/studio-lab-environments.md
+++ b//sagemaker/latest/dg/studio-lab-environments.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). 
+