diff --git a/articles/ai-services/openai/how-to/working-with-models.md b/articles/ai-services/openai/how-to/working-with-models.md
index 63794ed9e27..29dc6413682 100644
--- a/articles/ai-services/openai/how-to/working-with-models.md
+++ b/articles/ai-services/openai/how-to/working-with-models.md
@@ -20,7 +20,7 @@ You can get a list of models that are available for both inference and fine-tuni
 
 ## Model updates
 
-Azure OpenAI now supports automatic updates for select model deployments. On models where automatic update support is available, a model version drop-down is visible in Azure OpenAI Studio under **Create new deployment** and **Edit deployment**:
+Azure OpenAI now supports automatic updates for select model deployments. On models where automatic update support is available, a model version drop-down is visible in Azure OpenAI Studio under **Deployments** and **Edit**:
 
 :::image type="content" source="../media/models/auto-update.png" alt-text="Screenshot of the deploy model UI of Azure OpenAI Studio." lightbox="../media/models/auto-update.png":::
 
@@ -44,16 +44,10 @@ For currently deployed models, from Azure OpenAI Studio select **Deployments**:
 
 :::image type="content" source="../media/models/deployments.png" alt-text="Screenshot of the deployment UI of Azure OpenAI Studio." lightbox="../media/models/deployments.png":::
 
-To view retirement dates for all available models in a given region from Azure OpenAI Studio, select **Models** > **Column options** > Select **Deprecation fine tune** and **Deprecation inference**:
-
-:::image type="content" source="../media/models/column-options.png" alt-text="Screenshot of the models UI of Azure OpenAI Studio." lightbox="../media/models/column-options.png":::
-
 ## Model deployment upgrade configuration
 
 You can check what model upgrade options are set for previously deployed models in [Azure OpenAI Studio](https://oai.azure.com). Select **Deployments** > Under the deployment name column select one of the deployment names that are highlighted in blue.
 
-:::image type="content" source="../media/how-to/working-with-models/deployments.png" alt-text="Screenshot of the deployments pane with a deployment name highlighted." lightbox="../media/how-to/working-with-models/deployments.png":::
-
 Selecting a deployment name opens the **Properties** for the model deployment. You can view what upgrade options are set for your deployment under **Version update policy**:
 
 :::image type="content" source="../media/how-to/working-with-models/update-policy.png" alt-text="Screenshot of the model deployments property UI." lightbox="../media/how-to/working-with-models/update-policy.png":::
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