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AWS wellarchitected documentation change

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

File: wellarchitected/latest/machine-learning-lens/mlper-13.md

Summary

Updated link to SageMaker Clarify documentation on fairness/explainability

Security assessment

Standard documentation link update without new security context or vulnerability fixes

Diff

diff --git a/wellarchitected/latest/machine-learning-lens/mlper-13.md b/wellarchitected/latest/machine-learning-lens/mlper-13.md
index 941030989..ac1fc4cda 100644
--- a//wellarchitected/latest/machine-learning-lens/mlper-13.md
+++ b//wellarchitected/latest/machine-learning-lens/mlper-13.md
@@ -24 +24 @@ Evaluate model performance as constrained by the explainability requirements of
-  * [What is Fairness and Model Explainability for Machine Learning Predictions?](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)
@@ -51 +51 @@ Evaluate model performance as constrained by the explainability requirements of
-  * [Fairness and Explainability with SageMaker AI Clarify](https://sagemaker-examples.readthedocs.io/en/latest/sagemaker-experiments/sagemaker_clarify_integration/tracking_bias_explainability.html)
+  * [Fairness, model explainability and bias detection with SageMaker Clarify](https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-configure-processing-jobs.html)