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AWS sagemaker documentation change

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

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

Summary

Added deprecation notice highlighting ongoing security improvements for Studio Lab

Security assessment

General mention of security improvements without vulnerability context. Documents security maintenance efforts.

Diff

diff --git a/sagemaker/latest/dg/studio-lab-use-migrate.md b/sagemaker/latest/dg/studio-lab-use-migrate.md
index c9b674027..dc8e400fb 100644
--- a//sagemaker/latest/dg/studio-lab-use-migrate.md
+++ b//sagemaker/latest/dg/studio-lab-use-migrate.md
@@ -10,0 +11,4 @@ Step 1: Export your Studio Lab conda environmentStep 2: Save your Studio Lab art
+###### 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). 
+