AWS wellarchitected documentation change

Service: wellarchitected · 2025-11-22 · Documentation low

File: wellarchitected/latest/generative-ai-lens/genops01-bp02.md

Summary

Modified failure probability wording, added AI policy guidance for user feedback integration, and updated section headers

Security assessment

Changes relate to user feedback mechanisms and organizational processes without addressing security vulnerabilities or introducing security-specific documentation. The focus remains on performance monitoring and workflow improvements.

Diff

diff --git a/wellarchitected/latest/generative-ai-lens/genops01-bp02.md b/wellarchitected/latest/generative-ai-lens/genops01-bp02.md
index c0a27f3ff..eb8413ffc 100644
--- a//wellarchitected/latest/generative-ai-lens/genops01-bp02.md
+++ b//wellarchitected/latest/generative-ai-lens/genops01-bp02.md
@@ -17 +17 @@ Supplement model performance evaluation with direct feedback from users. Impleme
-  * [Anticipate failure](https://docs.aws.amazon.com/wellarchitected/latest/framework/oe-design-principles.html) \- Periodic review of the user feedback helps you proactively identify deviations in subjective evaluation of a model's performance. This is because foundation models are inherently non-deterministic, implying there is always a chance of failure. 
+  * [Anticipate failure](https://docs.aws.amazon.com/wellarchitected/latest/framework/oe-design-principles.html) \- Periodic review of the user feedback helps you proactively identify deviations in subjective evaluation of a model's performance. This is because foundation models are inherently non-deterministic with a realistic chance of failure. 
@@ -31,0 +32,2 @@ Regularly review monitoring data, user feedback, and incident reports related to
+Consult your organization’s AI policy document for guidance on how to use user feedback for workload improvements. Direct techniques for incorporating user feedback like reinforcement learning through human feedback may not be applicable for all workloads. Workload owners may be best positioned to identify the appropriate feedback incorporation strategy for a given task. 
+
@@ -87 +89 @@ Regularly review monitoring data, user feedback, and incident reports related to
-**Related practices:**
+**Related best practices:**
@@ -94 +96 @@ Regularly review monitoring data, user feedback, and incident reports related to
-**Related guides, videos, and documentation:**
+**Related documents:**