Merge branch 'main' of https://github.com/MicrosoftDocs/azure-docs-pr into azure-cosmos-db-conceptual-articles

Author: ShawnJackson

.whatsnew/.azure-monitor.json

@@ -22,14 +22,19 @@ To get started with the **Search photos with image retrieval** scenario in Visio
 >
 > :::image type="content" source="../media/storage-instructions/subscription.png" alt-text="Screenshot of resource selection.":::
 
+
 ## Create a new storage account
 
 To get started, <a href="https://ms.portal.azure.com/#create/Microsoft.StorageAccount"  title="create a new storage account"  target="_blank">create a new storage account</a>.
 
 :::image type="content" source="../media/storage-instructions/create-storage.png" alt-text="Screenshot of Blob storage creation.":::
 
+Fill in the required parameters to configure your storage account, then select **Review** and **Create**.
 
-Fill in the required parameters to configure your storage account, then select **Review** and **Create**. 
+> [!IMPORTANT]
+> Your storage account must be publicly accessible to be used with Vision Studio. Configure this in the **Networking** tab of the resource creation page.
+>
+> :::image type="content" source="../media/storage-instructions/public-access.png" alt-text="Screenshot of network setting.":::
 
 Once your storage account has been deployed, select **Go to resource** to open the storage account overview. 
 

.whatsnew/.defender-for-iot.json

@@ -50,7 +50,7 @@ One Azure resource is defined in the Bicep file: [Microsoft.CognitiveServices/ac
 
 1. Select the **Deploy to Azure** button.
 
-    [![Deploy to Azure](../media/template-deployments/deploy-to-azure.svg)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure%2Fazure-quickstart-templates%2Fmaster%2Fquickstarts%2Fmicrosoft.cognitiveservices%2Fcognitive-services-universalkey%2Fazuredeploy.json)
+    :::image type="content" source="~/articles/reusable-content/ce-skilling/azure/media/template-deployments/deploy-to-azure-button.svg" alt-text="Button to deploy the Resource Manager template to Azure." border="false" link="https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure%2Fazure-quickstart-templates%2Fmaster%2Fquickstarts%2Fmicrosoft.cognitiveservices%2Fcognitive-services-universalkey%2Fazuredeploy.json":::
 
 2. Enter the following values.
 

.whatsnew/.security-center.json

@@ -5,7 +5,7 @@ services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: conceptual 
-ms.date: 02/29/2024
+ms.date: 03/07/2024
 author: mrbullwinkle
 ms.author: mbullwin
 recommendations: false
@@ -21,11 +21,12 @@ This article is to help you understand the support lifecycle for the Azure OpenA
 
 ## Latest preview API release
 
-Azure OpenAI API version [2024-02-15-preview](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2024-02-15-preview/inference.json)
+Azure OpenAI API version [2024-03-01-preview](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2024-03-01-preview/inference.json)
 is currently the latest preview release.
 
 This version contains support for all the latest Azure OpenAI features including:
 
+- [Embeddings `encoding_format` and `dimensions` parameters] [**Added in 2024-03-01-preview**]
 - [Assistants API](./assistants-reference.md). [**Added in 2024-02-15-preview**]
 - [DALL-E 3](./dall-e-quickstart.md). [**Added in 2023-12-01-preview**]
 - [Text to speech](./text-to-speech-quickstart.md). [**Added in 2024-02-15-preview**]

.whatsnew/.sentinel.json

@@ -13,7 +13,7 @@ manager: nitinme
 
 # Abuse Monitoring
 
-Azure OpenAI Service detects and mitigates instances of recurring content and/or behaviors that suggest use of the service in a manner that may violate the [Code of Conduct](/legal/cognitive-services/openai/code-of-conduct?context=/azure/ai-services/openai/context/context) or other applicable product terms. Details on how data is handled can be found on the [Data, Privacy and Security page](/legal/cognitive-services/openai/data-privacy?context=/azure/ai-services/openai/context/context).
+Azure OpenAI Service detects and mitigates instances of recurring content and/or behaviors that suggest use of the service in a manner that may violate the [Code of Conduct](/legal/cognitive-services/openai/code-of-conduct?context=/azure/ai-services/openai/context/context) or other applicable product terms. Details on how data is handled can be found on the [Data, Privacy and Security page](/legal/cognitive-services/openai/data-privacy?context=/azure/ai-services/openai/context/context). Apply for modified abuse monitoring using this form: [Azure OpenAI Limited Access Review: Modified Abuse Monitoring](https://ncv.microsoft.com/3a140V2W0l).
 
 ## Components of abuse monitoring