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AWS sagemaker documentation change

Service: sagemaker · 2026-01-10 · Documentation low

File: sagemaker/latest/dg/nova-iterative-training.md

Summary

Removed warning icon from training technique consistency note and added requirement for consistent KMS key usage across iterations.

Security assessment

Adds security documentation about KMS key consistency requirements but doesn't indicate any vulnerability being addressed. Highlights operational security requirement.

Diff

diff --git a/sagemaker/latest/dg/nova-iterative-training.md b/sagemaker/latest/dg/nova-iterative-training.md
index c68fb2fd6..384d6114f 100644
--- a//sagemaker/latest/dg/nova-iterative-training.md
+++ b//sagemaker/latest/dg/nova-iterative-training.md
@@ -202 +202 @@ If target metrics are not satisfied, continue iterating with adjusted data or hy
-**⚠️ Important:** The training technique (LoRA vs. Full Rank) must remain consistent across all iterations:
+The training technique (LoRA vs. Full Rank) must remain consistent across all iterations:
@@ -212,0 +213,4 @@ If target metrics are not satisfied, continue iterating with adjusted data or hy
+###### Important
+
+If a KMS key is used for encryption in the Amazon-owned output S3 bucket, that same KMS key must be used for all future iterations.
+