rm context URL params

Author: PatrickFarley

articles/ai-services/agents/faq.yml

@@ -37,7 +37,7 @@ sections:
       - question: |
           Is my data used by Microsoft for training models? 
         answer: |
-          No. Data is not used by Microsoft for training models. See the [Responsible AI documentation](/azure/ai-foundry/responsible-ai/openai/data-privacy?context=%2Fazure%2Fai-services%2Fopenai%2Fcontext%2Fcontext) for more information.
+          No. Data is not used by Microsoft for training models. See the [Responsible AI documentation](/azure/ai-foundry/responsible-ai/openai/data-privacy) for more information.
       - question: |
           Where is data stored geographically?
         answer: |

articles/ai-services/cognitive-services-limited-access.md

@@ -24,11 +24,11 @@ Limited Access services are made available to customers under the terms governin
 
 The following services are Limited Access:
 
-- [Custom Neural Voice](/azure/ai-foundry/responsible-ai/speech-service/text-to-speech/limited-access?context=/azure/ai-services/speech-service/context/context): Pro features
-- [Custom text to speech avatar](/azure/ai-foundry/responsible-ai/speech-service/text-to-speech/limited-access?context=/azure/ai-services/speech-service/context/context): All features
-- [Speaker Recognition](/azure/ai-foundry/responsible-ai/speech-service/speaker-recognition/limited-access-speaker-recognition?context=/azure/ai-services/speech-service/context/context): All features 
-- [Azure AI Face](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity?context=/azure/ai-services/computer-vision/context/context): Identify and Verify features, face ID property
-- [Azure AI Vision](/azure/ai-foundry/responsible-ai/computer-vision/limited-access?context=/azure/ai-services/computer-vision/context/context): Celebrity Recognition feature
+- [Custom Neural Voice](/azure/ai-foundry/responsible-ai/speech-service/text-to-speech/limited-access): Pro features
+- [Custom text to speech avatar](/azure/ai-foundry/responsible-ai/speech-service/text-to-speech/limited-access): All features
+- [Speaker Recognition](/azure/ai-foundry/responsible-ai/speech-service/speaker-recognition/limited-access-speaker-recognition): All features 
+- [Azure AI Face](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity): Identify and Verify features, face ID property
+- [Azure AI Vision](/azure/ai-foundry/responsible-ai/computer-vision/limited-access): Celebrity Recognition feature
 - [Azure AI Video Indexer](/azure/azure-video-indexer/limited-access-features): Celebrity Recognition and Face Identify features
 - [Azure OpenAI](/azure/ai-foundry/responsible-ai/openai/limited-access): Azure OpenAI in Azure AI Foundry Models, modified abuse monitoring, and modified content filters
 

articles/ai-services/computer-vision/concept-face-detection.md

@@ -36,7 +36,7 @@ Try out the capabilities of face detection quickly and easily by using Azure AI
 
 ## Face ID
 
-The face ID is a unique identifier string for each detected face in an image. Face ID requires limited access approval, which you can apply for by filling out the [intake form](https://aka.ms/facerecognition). For more information, see the Face API [Limited Access page](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity?context=%2Fazure%2Fcognitive-services%2Fcomputer-vision%2Fcontext%2Fcontext). You can request a face ID in your [Detect] API call.
+The face ID is a unique identifier string for each detected face in an image. Face ID requires limited access approval, which you can apply for by filling out the [intake form](https://aka.ms/facerecognition). For more information, see the Face API [Limited Access page](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity). You can request a face ID in your [Detect] API call.
 
 ## Face landmarks
 

articles/ai-services/computer-vision/concept-liveness-abuse-monitoring.md

@@ -19,7 +19,7 @@ feedback_help_link_url: https://learn.microsoft.com/answers/tags/156/azure-face
 
 Azure AI Face liveness detection lets you detect and mitigate instances of recurring content and/or behaviors that indicate a violation of the [Code of Conduct](/legal/ai-code-of-conduct?context=/azure/ai-services/computer-vision/context/context) or other applicable product terms. This guide shows you how to work with these features to ensure your application is compliant with Azure policy.
 
-Details on how data is handled can be found on the [Data, Privacy, and Security](/azure/ai-foundry/responsible-ai/face/data-privacy-security?context=/azure/ai-services/computer-vision/context/context) page.
+Details on how data is handled can be found on the [Data, Privacy, and Security](/azure/ai-foundry/responsible-ai/face/data-privacy-security) page.
 
 [!INCLUDE [liveness-sdk-gate](./includes/liveness-sdk-gate.md)]
 
@@ -35,5 +35,5 @@ There are several components to Face liveness abuse monitoring:
 ## Related content
 
 - [Learn more about understanding and mitigating risks associated with identity management](/azure/security/fundamentals/identity-management-overview)
-- [Learn more about how data is processed for abuse monitoring](/azure/ai-foundry/responsible-ai/face/data-privacy-security?context=%2Fazure%2Fai-services%2Fcomputer-vision%2Fcontext%2Fcontext)
-- [Learn more about supporting human judgment in your application system](/azure/ai-foundry/responsible-ai/face/characteristics-and-limitations?context=%2Fazure%2Fai-services%2Fcomputer-vision%2Fcontext%2Fcontext#design-the-system-to-support-human-judgment)
+- [Learn more about how data is processed for abuse monitoring](/azure/ai-foundry/responsible-ai/face/data-privacy-security)
+- [Learn more about supporting human judgment in your application system](/azure/ai-foundry/responsible-ai/face/characteristics-and-limitations#design-the-system-to-support-human-judgment)

articles/ai-services/computer-vision/includes/identity-data-notice.md

@@ -10,4 +10,4 @@ ms.author: luhuo
 ---
 
 > [!IMPORTANT]
-> If you are using Microsoft products or services to process Biometric Data, you are responsible for: (i) providing notice to data subjects, including with respect to retention periods and destruction; (ii) obtaining consent from data subjects; and (iii) deleting the Biometric Data, all as appropriate and required under applicable Data Protection Requirements. "Biometric Data" will have the meaning set forth in Article 4 of the GDPR and, if applicable, equivalent terms in other data protection requirements. For related information, see [Data and Privacy for Face](/azure/ai-foundry/responsible-ai/face/data-privacy-security?context=/azure/ai-services/computer-vision).
+> If you are using Microsoft products or services to process Biometric Data, you are responsible for: (i) providing notice to data subjects, including with respect to retention periods and destruction; (ii) obtaining consent from data subjects; and (iii) deleting the Biometric Data, all as appropriate and required under applicable Data Protection Requirements. "Biometric Data" will have the meaning set forth in Article 4 of the GDPR and, if applicable, equivalent terms in other data protection requirements. For related information, see [Data and Privacy for Face](/azure/ai-foundry/responsible-ai/face/data-privacy-security).

articles/ai-services/computer-vision/includes/identity-gate-notice.md

@@ -10,4 +10,4 @@ ms.author: pafarley
 ---
 
 > [!CAUTION]
-> Face service access is limited based on eligibility and usage criteria in order to support our Responsible AI principles. Face service is only available to Microsoft managed customers and partners. Use the [Face Recognition intake form](https://aka.ms/facerecognition) to apply for access. For more information, see the [Face limited access](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity?context=%2Fazure%2Fai-services%2Fcomputer-vision%2Fcontext%2Fcontext) page.
+> Face service access is limited based on eligibility and usage criteria in order to support our Responsible AI principles. Face service is only available to Microsoft managed customers and partners. Use the [Face Recognition intake form](https://aka.ms/facerecognition) to apply for access. For more information, see the [Face limited access](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity) page.

articles/ai-services/computer-vision/intro-to-spatial-analysis-public-preview.md

@@ -78,7 +78,7 @@ Spatial Analysis works on videos that meet the following requirements:
 <!--
 ## Responsible use of Spatial Analysis technology
 
-To learn how to use Spatial Analysis technology responsibly, see the [Transparency note](/azure/ai-foundry/responsible-ai/computer-vision/transparency-note-spatial-analysis?context=%2fazure%2fcognitive-services%2fComputer-vision%2fcontext%2fcontext). Microsoft's transparency notes help you understand how our AI technology works and the choices system owners can make that influence system performance and behavior. They focus on the importance of thinking about the whole system including the technology, people, and environment.
+To learn how to use Spatial Analysis technology responsibly, see the [Transparency note](/azure/ai-foundry/responsible-ai/computer-vision/transparency-note-spatial-analysis). Microsoft's transparency notes help you understand how our AI technology works and the choices system owners can make that influence system performance and behavior. They focus on the importance of thinking about the whole system including the technology, people, and environment.
 -->
 
 <!--

articles/ai-services/computer-vision/tutorials/liveness.md

@@ -34,7 +34,7 @@ This tutorial demonstrates how to operate a frontend application and an app serv
 - Once you have your Azure subscription, <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesFace"  title="Create a Face resource"  target="_blank">create a Face resource</a> in the Azure portal to get your key and endpoint. After it deploys, select **Go to resource**. 
     - You need the key and endpoint from the resource you create to connect your application to the Face service.
     - You can use the free pricing tier (`F0`) to try the service, and upgrade later to a paid tier for production.
-- Access to the Azure AI Vision Face Client SDK for Mobile (IOS and Android) and Web. To get started, you need to apply for the [Face Recognition Limited Access features](https://customervoice.microsoft.com/Pages/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR7en2Ais5pxKtso_Pz4b1_xUQjA5SkYzNDM4TkcwQzNEOE1NVEdKUUlRRCQlQCN0PWcu) to get access to the SDK. For more information, see the [Face Limited Access](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity?context=%2Fazure%2Fcognitive-services%2Fcomputer-vision%2Fcontext%2Fcontext) page.
+- Access to the Azure AI Vision Face Client SDK for Mobile (IOS and Android) and Web. To get started, you need to apply for the [Face Recognition Limited Access features](https://customervoice.microsoft.com/Pages/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR7en2Ais5pxKtso_Pz4b1_xUQjA5SkYzNDM4TkcwQzNEOE1NVEdKUUlRRCQlQCN0PWcu) to get access to the SDK. For more information, see the [Face Limited Access](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity) page.
 - Familiarity with the Face liveness detection feature. See the [conceptual guide](../concept-face-liveness-detection.md).
 
 ## Prepare SDKs

articles/ai-services/computer-vision/whats-new.md

@@ -213,7 +213,7 @@ Vision Studio provides you with a platform to try several service features, and
 
 #### Limited Access policy
 
-* As a part of aligning Face to the updated Responsible AI Standard, a new [Limited Access policy](https://aka.ms/AAh91ff) has been implemented for the Face API and Azure AI Vision. Existing customers have one year to apply and receive approval for continued access to the facial recognition services based on their provided use cases. See details on Limited Access for Face [here](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity?context=/azure/ai-services/computer-vision/context/context) and for Azure AI Vision [here](/azure/ai-foundry/responsible-ai/computer-vision/limited-access?context=/azure/ai-services/computer-vision/context/context).
+* As a part of aligning Face to the updated Responsible AI Standard, a new [Limited Access policy](https://aka.ms/AAh91ff) has been implemented for the Face API and Azure AI Vision. Existing customers have one year to apply and receive approval for continued access to the facial recognition services based on their provided use cases. See details on Limited Access for Face [here](/azure/ai-foundry/responsible-ai/computer-vision/limited-access-identity).
 
 ### Azure AI Vision 3.2-preview deprecation
 

articles/ai-services/content-safety/faq.yml

@@ -81,7 +81,7 @@ sections:
         answer: |
           No input texts or images are stored by the model during detection (except for customer-supplied blocklists), and user inputs are not used to train, retrain, or improve the Azure AI Content Safety models. 
           
-          To learn more about Microsoft's privacy and security commitments visit [Data, privacy, and security for Azure AI Content Safety](/azure/ai-foundry/responsible-ai/content-safety/data-privacy?context=%2Fazure%2Fai-services%2Fcontent-safety%2Fcontext%2Fcontext).
+          To learn more about Microsoft's privacy and security commitments visit [Data, privacy, and security for Azure AI Content Safety](/azure/ai-foundry/responsible-ai/content-safety/data-privacy).
       - question: |
           Is customer data processed by Azure AI Content Safety transmitted outside of the Azure AI Content Safety service or the selected region? 
         answer: |