Revert "Add and update notes about the deprecation of intent recognition"

This reverts commit 22a1130.

Author: Panu Koponen

articles/ai-services/speech-service/get-started-intent-recognition.md

@@ -16,9 +16,9 @@ keywords: intent recognition, deprecation
 # Quickstart: Recognize intents with the Speech service and LUIS
 
 > [!IMPORTANT]
-> Intent recognition services will be retired on October 1st 2025. The IntentRecognizer API in the Speech SDK will be deprecated shortly after.
+> LUIS will be retired on October 1st 2025. As of April 1st 2023 you can't create new LUIS resources. We recommend [migrating your LUIS applications](../language-service/conversational-language-understanding/how-to/migrate-from-luis.md) to [conversational language understanding](../language-service/conversational-language-understanding/overview.md) to benefit from continued product support and multilingual capabilities.
 > 
-> As of April 1st 2023 you can't create new LUIS resources.
+> Conversational Language Understanding (CLU) is available for C# and C++ with the [Speech SDK](speech-sdk.md) version 1.25 or later. See the [quickstart](get-started-intent-recognition-clu.md) to recognize intents with the Speech SDK and CLU.
 
 ::: zone pivot="programming-language-csharp"
 [!INCLUDE [C# include](includes/quickstarts/intent-recognition/csharp.md)]

articles/ai-services/speech-service/how-to-use-custom-entity-pattern-matching.md

@@ -30,9 +30,6 @@ In this guide, you use the Speech SDK to develop a console application that deri
 > - Add custom entities via the Speech SDK API
 > - Use asynchronous, event-driven continuous recognition
 
-> [!IMPORTANT]
-> Intent recognition services will be retired on October 1st 2025. The IntentRecognizer API in the Speech SDK will be deprecated shortly after.
-
 ## When to use pattern matching
 
 Use pattern matching if: 

articles/ai-services/speech-service/how-to-use-simple-language-pattern-matching.md

@@ -30,9 +30,6 @@ In this guide, you use the Speech SDK to develop a C++ console application that
 > - Recognize speech from a microphone
 > - Use asynchronous, event-driven continuous recognition
 
-> [!IMPORTANT]
-> Intent recognition services will be retired on October 1st 2025. The IntentRecognizer API in the Speech SDK will be deprecated shortly after.
-
 ## When to use pattern matching
 
 Use pattern matching if: 

articles/ai-services/speech-service/includes/quickstarts/intent-recognition-clu/intro.md

@@ -9,5 +9,5 @@ ms.author: eur
 In this quickstart, you'll use Speech and Language services to recognize intents from audio data captured from a microphone. Specifically, you'll use the Speech service to recognize speech, and a [Conversational Language Understanding (CLU)](../../../../language-service/conversational-language-understanding/overview.md) model to identify intents. 
 
 > [!IMPORTANT]
-> Intent recognition services will be retired on October 1st 2025. The IntentRecognizer API in the Speech SDK will be deprecated shortly after.
+> Conversational Language Understanding (CLU) is available for C# and C++ with the [Speech SDK](~/articles/ai-services/speech-service/speech-sdk.md) version 1.25 or later. 
 

articles/ai-services/speech-service/intent-recognition.md

@@ -17,11 +17,6 @@ ms.date: 3/10/2025
 
 In this overview, you learn about the benefits and capabilities of intent recognition. An intent is something the user wants to do: book a flight, check the weather, or make a call. With intent recognition, your applications, tools, and devices can determine what the user wants to initiate or do based on options. You define user intent in the intent recognizer or conversational language understanding (CLU) model.
 
-> [!IMPORTANT]
-> Intent recognition services will be retired on October 1st 2025. The IntentRecognizer API in the Speech SDK will be deprecated shortly after.
->
-> As of April 1st 2023 you can't create new LUIS resources.
-
 ## Pattern matching
 
 The Speech SDK provides an embedded pattern matcher that you can use to recognize intents in a strict way. This is useful for when you need a quick offline solution. This works especially well when the user is going to be trained in some way or can be expected to use specific phrases to trigger intents. For example: "Go to floor seven", or "Turn on the lamp" etc. It's recommended to start here and if it no longer meets your needs, switch to using [CLU](#conversational-language-understanding) or a combination of the two. 
@@ -45,6 +40,11 @@ Both an AI Foundry resource for Speech and Language resource are required to use
 
 For information about how to use conversational language understanding without the Speech SDK and without speech recognition, see the [Language service documentation](../language-service/conversational-language-understanding/overview.md).
 
+> [!IMPORTANT]
+> LUIS will be retired on October 1st 2025. As of April 1st 2023 you can't create new LUIS resources. We recommend [migrating your LUIS applications](../language-service/conversational-language-understanding/how-to/migrate-from-luis.md) to [conversational language understanding](../language-service/conversational-language-understanding/overview.md) to benefit from continued product support and multilingual capabilities.
+> 
+> Conversational Language Understanding (CLU) is available for C# and C++ with the [Speech SDK](speech-sdk.md) version 1.25 or later. See the [quickstart](get-started-intent-recognition-clu.md) to recognize intents with the Speech SDK and CLU.
+
 ## Related content
 
 * [Intent recognition with simple pattern matching](how-to-use-simple-language-pattern-matching.md)

articles/ai-services/speech-service/pattern-matching-overview.md

@@ -21,9 +21,6 @@ Pattern matching can be customized to group together pattern intents and entitie
 
 For supported locales, see [here](./language-support.md?tabs=intent-recognition).
 
-> [!IMPORTANT]
-> Intent recognition services will be retired on October 1st 2025. The IntentRecognizer API in the Speech SDK will be deprecated shortly after.
-
 ## Patterns vs. Exact Phrases
 
 There are two types of strings used in the pattern matcher: "exact phrases" and "patterns". It's important to understand the differences.