Updated what's new pages for Azure AI Foundry and AI Services

Author: skpmcdowell

articles/ai-foundry/whats-new-azure-ai-foundry.md

@@ -1,36 +1,42 @@
 ---
-title: "Azure AI Foundry docs: What's new for July 2025"
-description: Discover key changes and updates in Azure AI Foundry documentation for July 2025.
+title: "Azure AI Foundry docs: What's new for August 2025"
+description: Discover key changes and updates in Azure AI Foundry documentation for August 2025.
 ms.author: smcdowell
 author: skpmcdowell
 ms.topic: whats-new
 ms.subject: ai-foundry
-ms.custom: July-2025
-ms.date: 07/02/2025
+ms.custom: August-2025
+ms.date: 08/04/2025
 ---
 
 # What's new in Azure AI Foundry documentation?
 
-Welcome! This article highlights key changes and updates in Azure AI Foundry documentation for July 2025.
+Welcome! This article highlights key changes and updates in Azure AI Foundry documentation for August 2025.
 
 ## New articles
 
-- [Azure AI Foundry rollout across my organization](../ai-foundry/concepts/planning.md)
-- [Connect to Model Context Protocol (MCP) Servers (Preview)](../ai-foundry/agents/how-to/tools/model-context-protocol.md)
-- [Deploy Azure AI Foundry Models to managed compute with pay-as-you-go billing](../ai-foundry/how-to/deploy-models-managed-pay-go.md)
-- [How to use the Model Context Protocol (MCP) tool](../ai-foundry/agents/how-to/tools/model-context-protocol-samples.md)
-- [Run AI Red Teaming Agent in the cloud (preview)](../ai-foundry/how-to/develop/run-ai-red-teaming-cloud.md)
-- [Trace your AI agents using Azure AI Foundry SDK (preview)](../ai-foundry/how-to/develop/trace-agents-sdk.md)
-- [Viewing AI red teaming results in Azure AI Foundry project (preview)](../ai-foundry/how-to/view-ai-red-teaming-results.md)
-
-
-## Updated articles
-
-- [Azure AI Foundry Playgrounds](../ai-foundry/concepts/concept-playgrounds.md)
-- [Deploy Azure AI Foundry Models to managed compute with pay-as-you-go billing](../ai-foundry/how-to/deploy-models-managed-pay-go.md)
-- [Deploy models as serverless API deployments](../ai-foundry/how-to/deploy-models-serverless.md)
-- [Run AI Red Teaming Agent locally (preview)](../ai-foundry/how-to/develop/run-scans-ai-red-teaming-agent.md)
-- [Trace AI applications using OpenAI SDK](../ai-foundry/how-to/develop/trace-application.md)
+- [Capability hosts](../ai-foundry/agents/concepts/capability-hosts.md)
+- [Cost management for fine-tuning](../ai-foundry/openai/how-to/fine-tuning-cost-management.md)
+- [Deep Research tool (preview)](../ai-foundry/agents/how-to/tools/deep-research.md)
+- [How to create and configure your storage account for use in Azure AI Foundry Projects](../ai-foundry/how-to/evaluations-storage-account.md)
+- [How to use the Deep Research tool](../ai-foundry/agents/how-to/tools/deep-research-samples.md)
+- [Migrate from hub based to Foundry projects](../ai-foundry/how-to/migrate-project.md)
+- [Serverless API inference examples for Foundry Models](../ai-foundry/concepts/models-inference-examples.md)
+- [Use Terraform to create Azure AI Foundry resource](../ai-foundry/how-to/create-resource-terraform.md)
+
+### Updated articles
+
+- [Azure OpenAI Responses API (Preview)](../ai-foundry/openai/how-to/responses.md)
+- [Code samples for the Model Context Protocol tool (preview)](../ai-foundry/agents/how-to/tools/model-context-protocol-samples.md)
+- [Customer-managed keys for encryption with Azure AI Foundry](../ai-foundry/concepts/encryption-keys-portal.md)
+- [Evaluate generative AI models and applications by using Azure AI Foundry](../ai-foundry/how-to/evaluate-generative-ai-app.md) 
+- [Evaluate your AI agents locally with the Azure AI Evaluation SDK (preview)](../ai-foundry/how-to/develop/agent-evaluate-sdk.md)
+- [Evaluate your generative AI application locally with the Azure AI Evaluation SDK](../ai-foundry/how-to/develop/evaluate-sdk.md)
+- [Foundry Models and capabilities](../ai-foundry/foundry-models/concepts/models.md)
+- [Generate synthetic and simulated data for evaluation (preview)](../ai-foundry/how-to/develop/simulator-interaction-data.md)
+- [How to use the Deep Research tool](../ai-foundry/agents/how-to/tools/deep-research-samples.md)
+- [How to use the SharePoint tool](../ai-foundry/agents/how-to/tools/sharepoint-samples.md)
+- [View evaluation results in the Azure AI Foundry portal](../ai-foundry/how-to/evaluate-results.md)
 
 
 

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

@@ -1,29 +1,27 @@
 ---
-title: "Azure AI Services docs: What's new for July 2025"
-description: Discover key changes and updates in Azure AI Services documentation for July 2025.
+title: "Azure AI Services docs: What's new for August 2025"
+description: Discover key changes and updates in Azure AI Services documentation for August 2025.
 ms.author: smcdowell
 author: skpmcdowell
 ms.topic: whats-new
 ms.subject: ai-services
-ms.custom: July-2025
-ms.date: 07/02/2025
+ms.custom: August-2025
+ms.date: 08/04/2025
 ---
 
 # What's new in Azure AI Services documentation?
 
-Welcome! This article highlights key changes and updates in Azure AI Services documentation for July 2025.
+Welcome! This article highlights key changes and updates in Azure AI Services documentation for August 2025.
 
-## New articles
+- [AudioVisual analysis: extracting structured content](../ai-services/content-understanding/video/elements.md)
+- [AudioVisual analysis: Markdown representation](../ai-services/content-understanding/video/markdown.md)
+- [Choose the right Azure AI tool for document processing: Azure Document Intelligence, Azure AI Content Understanding, and Azure OpenAI](../ai-services/content-understanding/choosing-right-ai-tool.md)
+- [Quickstart: Create a voice live real-time voice agent with Azure AI Foundry Agent Service (Preview)](../ai-services/speech-service/voice-live-agents-quickstart.md)
+- [What is voice conversion? (Preview)](../ai-services/speech-service/voice-conversion.md)
 
-- [Azure AI Speech known issues](../ai-services/speech-service/known-issues.md)
-- [Configure your environment for Azure AI resources](../ai-services/language-service/question-answering/how-to/configure-azure-resources.md)
-- [Configure your environment for Azure AI resources and permissions](../ai-services/language-service/conversational-language-understanding/how-to/configure-azure-resources.md)
+### Updated articles
 
-## Updated articles
-
-- [Use the Voice Live API (Preview)](../ai-services/speech-service/voice-live-how-to.md)
-- [Label your utterances in Azure AI Foundry](../ai-services/language-service/conversational-language-understanding/how-to/tag-utterances.md) 
-- [Supported PII entities](../ai-services/language-service/personally-identifiable-information/concepts/entity-categories.md)
-- [Train a conversational language understanding model](../ai-services/language-service/conversational-language-understanding/how-to/train-model.md)
-- [Use voice Live API for real-time voice agents (Preview)](../ai-services/speech-service/voice-live.md) 
-- [Learn what's new in Azure AI Language?](../ai-services/language-service/whats-new.md) 
+- [Create a fine-tuning task project](../ai-services/language-service/conversational-language-understanding/how-to/create-project.md)
+- [Customize voice and sound with SSML](../ai-services/speech-service/speech-synthesis-markup-voice.md)
+- [Document analysis: extracting structured content](../ai-services/content-understanding/document/elements.md)
+- [Quickstart: Get started with the Azure AI Speech CLI](../ai-services/speech-service/spx-basics.md)