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AWS sagemaker documentation change

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

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

Summary

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

Security assessment

Routine deprecation announcement. References security improvements without evidence of security incidents.

Diff

diff --git a/sagemaker/latest/dg/studio-lab-troubleshooting.md b/sagemaker/latest/dg/studio-lab-troubleshooting.md
index 8bd16c70a..dbda9fb9f 100644
--- a//sagemaker/latest/dg/studio-lab-troubleshooting.md
+++ b//sagemaker/latest/dg/studio-lab-troubleshooting.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). 
+