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AWS wellarchitected documentation change

Service: wellarchitected · 2025-10-10 · Documentation low

File: wellarchitected/latest/machine-learning-lens/mloe-15.md

Summary

Updated SageMaker Clarify documentation links to newer format

Security assessment

Link formatting changes without substantive content modifications. Maintains existing security-adjacent documentation about bias detection

Diff

diff --git a/wellarchitected/latest/machine-learning-lens/mloe-15.md b/wellarchitected/latest/machine-learning-lens/mloe-15.md
index 6eeb0f303..747fa4e87 100644
--- a//wellarchitected/latest/machine-learning-lens/mloe-15.md
+++ b//wellarchitected/latest/machine-learning-lens/mloe-15.md
@@ -38 +38 @@ Establish model monitoring mechanisms to identify and proactively avoid any infe
-  * [Clarify, Fairness and Explainability](https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-fairness-and-explainability.html)
+  * [Fairness, model explainability and bias detection with SageMaker Clarify](https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-configure-processing-jobs.html)
@@ -75 +75 @@ Establish model monitoring mechanisms to identify and proactively avoid any infe
-  * [Monitoring bias drift and feature attribution drift with Amazon SageMaker AI Clarify](https://sagemaker-examples.readthedocs.io/en/latest/sagemaker_model_monitor/fairness_and_explainability/SageMaker AI-Model-Monitor-Fairness-and-Explainability.html)
+  * [Fairness, model explainability and bias detection with SageMaker Clarify](https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-configure-processing-jobs.html)