update

Author: mrbullwinkle

articles/ai-services/openai/concepts/red-teaming.md

@@ -4,7 +4,7 @@ titleSuffix: Azure OpenAI Service
 description: Learn about how red teaming and adversarial testing are an essential practice in the responsible development of systems and features using large language models (LLMs)
 ms.service: azure-ai-openai
 ms.topic: conceptual
-ms.date: 11/30/2024
+ms.date: 03/27/2025
 manager: nitinme
 author: mrbullwinkle
 ms.author: mbullwin

articles/ai-services/openai/encrypt-data-at-rest.md

@@ -6,7 +6,7 @@ author: mrbullwinkle
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: conceptual
-ms.date: 12/02/2024
+ms.date: 03/27/2025
 ms.author: mbullwin
 ---
 

articles/ai-services/openai/how-to/business-continuity-disaster-recovery.md

@@ -5,7 +5,7 @@ description: Considerations for implementing Business Continuity and Disaster Re
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: how-to
-ms.date: 12/03/2024
+ms.date: 03/27/2025
 author: mrbullwinkle    
 ms.author: mbullwin
 recommendations: false

articles/ai-services/openai/how-to/chat-markup-language.md

@@ -6,15 +6,15 @@ author: mrbullwinkle #dereklegenzoff
 ms.author: mbullwin #delegenz
 ms.service: azure-ai-openai
 ms.topic: how-to
-ms.date: 12/02/2024
+ms.date: 03/27/2025
 manager: nitinme
 keywords: ChatGPT
 ---
 
 # Chat Markup Language ChatML (Preview)
 
 > [!IMPORTANT]
-> Using GPT-3.5-Turbo models with the completion endpoint as described in this article remains in preview and is only possible with `gpt-35-turbo` version (0301) which is [slated for retirement as early as August 1, 2024](../concepts/model-retirements.md#current-models). We strongly recommend using the [GA Chat Completion API/endpoint](./chatgpt.md). The Chat Completion API is the recommended method of interacting with the GPT-3.5-Turbo models. The Chat Completion API is also the only way to access the GPT-4 models.
+> Using GPT-3.5-Turbo models with the completion endpoint as described in this article remains in preview and is only possible with `gpt-35-turbo` version (0301) which was [retired for standard deployment in February 2025](../concepts/model-retirements.md#current-models). We strongly recommend using the [GA Chat Completion API/endpoint](./chatgpt.md) or the [Responses API](./responses.md). The Chat Completion API is the recommended method of interacting with the GPT-3.5-Turbo models. The Chat Completion API is also the only way to access the GPT-4 models.
 
 The following code snippet shows the most basic way to use the GPT-3.5-Turbo models with ChatML. If this is your first time using these models programmatically we recommend starting with our [GPT-35-Turbo & GPT-4 Quickstart](../chatgpt-quickstart.md).
 

articles/ai-services/openai/how-to/dotnet-migration.md

@@ -7,7 +7,7 @@ ms.author: mbullwin
 ms.service: azure-ai-openai
 ms.custom: devx-track-dotnet
 ms.topic: how-to
-ms.date: 11/19/2024
+ms.date: 03/27/2025
 manager: nitinme
 ---
 
@@ -25,7 +25,7 @@ Stable releases of `Azure.AI.OpenAI` are associated with a corresponding stable
 dotnet add package Azure.AI.OpenAI
 ```
 
-Beta releases of `Azure.AI.OpenAI` are associated with a corresponding preview Azure OpenAI Service API version label, for example, `2024-10-01-preview`.
+Beta releases of `Azure.AI.OpenAI` are associated with a corresponding preview Azure OpenAI Service API version label, for example, `2024-03-01-preview`.
 
 ```dotnetcli
 dotnet add package Azure.AI.OpenAI --prerelease