AWS sagemaker documentation change

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

File: sagemaker/latest/dg/clarify-data-bias-metric-kl-divergence.md

Summary

Added deprecation notice for SageMaker Clarify, closing new customer access effective 6/30/26

Security assessment

Announcement of service sunsetting without security context. General reference to security improvements lacks evidence of addressing vulnerabilities or documenting security features.

Diff

diff --git a/sagemaker/latest/dg/clarify-data-bias-metric-kl-divergence.md b/sagemaker/latest/dg/clarify-data-bias-metric-kl-divergence.md
index deb94930b..927b7ec67 100644
--- a//sagemaker/latest/dg/clarify-data-bias-metric-kl-divergence.md
+++ b//sagemaker/latest/dg/clarify-data-bias-metric-kl-divergence.md
@@ -8,0 +9,4 @@
+###### Note
+
+After careful consideration, we have made the decision to close new customer access to Amazon Sagemaker Clarify, effective 6/30/26. Existing customers can continue to use the service as normal. AWS continues to invest in security and availability improvements for Clarify, but we do not plan to introduce new features. For more information, see [Clarify availability change](./clarify-availability-change.html). 
+