Update what's new page for Azure AI Foundry and AI Services

Author: skpmcdowell

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

@@ -15,33 +15,33 @@ ms.date: 09/02/2025
 Welcome! This article highlights key changes and updates in Azure AI Foundry documentation for September 2025.
 
 ## New articles
-- [Azure AI Foundry status dashboard](../ai-foundry/azure-ai-foundry-status-dashboard-documentation.md)
-- [Azure OpenAI in Azure AI Foundry Models v1 REST API reference](../ai-foundry/openai/latest.md)
-- [Browser Automation (preview)](../ai-foundry/agents/how-to/tools/browser-automation.md)
-- [How to use the Browser Automation tool (preview)](../ai-foundry/agents/how-to/tools/browser-automation-samples.md)
-- [Set up an Azure Key Vault connection in Azure AI Foundry (Preview)](../ai-foundry/how-to/set-up-key-vault-connection.md)
+- [Add Azure AI Foundry to a network security perimeter (preview)](../ai-foundry/how-to/add-foundry-to-network-security-perimeter.md)
+- [Azure AI Foundry Agent Service Computer Use Tool](../ai-foundry/agents/how-to/tools/computer-use.md)
+- [Built-in policy for model deployment in Azure AI Foundry portal (Preview)](../ai-foundry/how-to/model-deployment-policy.md)
+- [Codex with Azure OpenAI in Azure AI Foundry Models](../ai-foundry/openai/how-to/codex.md)
+- [Consolidated view for AI services in the Azure portal](../ai-foundry/concepts/ai-foundry-consolidated-view.md)
+- [Create a hub project for Azure AI Foundry](../ai-foundry/how-to/hub-create-projects.md)
+- [Create and manage connections in Azure AI Foundry hubs](../ai-foundry/how-to/hub-connections-add.md)
+- [Customer-managed keys for hub projects](../ai-foundry/concepts/hub-encryption-keys-portal.md)
+- [Data, privacy, and security for Azure AI Voice Live API](../ai-foundry/responsible-ai/speech-service/voice-live/data-privacy-security.md)
+- [Foundry Models sold directly by Azure](../ai-foundry/foundry-models/concepts/models-sold-directly-by-azure.md)
+- [GPT-5 vs GPT-4.1: choosing the right model for your use case](../ai-foundry/foundry-models/how-to/model-choice-guide.md)
+- [How to configure a private link for Azure AI Foundry](../ai-foundry/how-to/hub-configure-private-link.md)
+- [How to use the Computer Use Tool](../ai-foundry/agents/how-to/tools/computer-use-samples.md)
+- [Manage and increase quotas for hub resources](../ai-foundry/how-to/hub-quota.md)
+- [Plan and manage costs for Azure AI Foundry](../ai-foundry/concepts/manage-costs.md)
+- [Quickstart: Get started with Azure AI Foundry (Hub projects)](../ai-foundry/quickstarts/hub-get-started-code.md)
+- [Role-based access control for Azure AI Foundry (hub-focused)](../ai-foundry/concepts/hub-rbac-azure-ai-foundry.md)
+- [Upgrade from Azure OpenAI to Azure AI Foundry](../ai-foundry/how-to/upgrade-azure-openai.md)
+- [Use cases for Voice live](../ai-foundry/responsible-ai/speech-service/voice-live/transparency-note.md)
+- [Work with Azure AI Foundry Agent Service and MCP Server tools in Visual Studio Code (Preview)](../ai-foundry/how-to/develop/vs-code-agents-mcp.md)
+
 
 ## Updated articles
 
-- [Azure AI Agents function calling](../ai-foundry/agents/how-to/tools/function-calling.md)
-- [Azure OpenAI in Azure AI Foundry models](../ai-foundry/openai/concepts/models.md)
-- [Azure OpenAI in Azure AI Foundry Models quotas and limits](../ai-foundry/openai/quotas-limits.md)
-- [Azure OpenAI in Azure AI Foundry Models v1 REST API reference](../ai-foundry/openai/latest.md)
-- [Azure OpenAI reasoning models](../ai-foundry/openai/how-to/reasoning.md)
-- [Azure OpenAI Responses API](../ai-foundry/openai/how-to/responses.md)
-- [Capability hosts](../ai-foundry/agents/concepts/capability-hosts.md)
-- [Disable shared-key access for your hub's storage account (preview)](../ai-foundry/how-to/disable-local-auth.md)
-- [Generate synthetic and simulated data for evaluation (preview)](../ai-foundry/how-to/develop/simulator-interaction-data.md)
-- [How to deploy and infer with a managed compute deployment](../ai-foundry/how-to/deploy-models-managed.md)
-- [How to set up a managed network for Azure AI Foundry hubs](../ai-foundry/how-to/configure-managed-network.md)
-- [How to upload files using the file search tool](../ai-foundry/agents/how-to/tools/file-search-upload-files.md)
-- [How to use an existing Azure AI Search index with the Azure AI Search tool](../ai-foundry/agents/how-to/tools/azure-ai-search-samples.md)
-- [How to use Azure Functions with Azure AI Agents](../ai-foundry/agents/how-to/tools/azure-functions-samples.md)
-- [How to use Grounding with Bing Search](../ai-foundry/agents/how-to/tools/bing-code-samples.md)
-- [How to use the Browser Automation tool (preview)](../ai-foundry/agents/how-to/tools/browser-automation-samples.md)
-- [How to use the code interpreter tool](../ai-foundry/agents/how-to/tools/code-interpreter-samples.md)
-- [How to use the Model Context Protocol tool (preview)](../ai-foundry/agents/how-to/tools/model-context-protocol-samples.md)
-- [How to use the OpenAPI spec tool](../ai-foundry/agents/how-to/tools/openapi-spec-samples.md)
-- [Models supported by Azure AI Foundry Agent Service](../ai-foundry/agents/concepts/model-region-support.md)
-- [Reinforcement fine-tuning (RFT) with Azure OpenAI o4-mini (Preview)](../ai-foundry/openai/how-to/reinforcement-fine-tuning.md)
-- [Role-based access control for Azure AI Foundry](../ai-foundry/concepts/rbac-azure-ai-foundry.md)
+- [Azure AI Foundry Playgrounds](../ai-foundry/concepts/concept-playgrounds.md)
+- [Azure AI Search tool](../ai-foundry/agents/how-to/tools/azure-ai-search.md)
+- [Create a project for Azure AI Foundry (Foundry projects)](../ai-foundry/how-to/create-projects.md) 
+- [Foundry Local CLI Reference](../ai-foundry/foundry-local/reference/reference-cli.md)
+- [Get started with Foundry Local](../ai-foundry/foundry-local/get-started.md)
+- [Plan to manage costs for Azure AI Foundry Models](../ai-foundry/foundry-models/how-to/manage-costs.md)

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

@@ -1,32 +1,39 @@
 ---
-title: "Azure AI Services docs: What's new for September 2025"
-description: Discover key changes and updates in Azure AI Services documentation for September 2025.
+title: "Azure AI Services docs: What's new for October 2025"
+description: Discover key changes and updates in Azure AI Services documentation for October 2025.
 ms.author: smcdowell
 author: skpmcdowell
 ms.topic: whats-new
 ms.subject: ai-services
-ms.custom: September-2025
-ms.date: 09/02/2025
+ms.custom: October-2025
+ms.date: 10/06/2025
 ---
 
 # What's new in Azure AI Services documentation?
 
-Welcome! This article highlights key changes and updates in Azure AI Services documentation for September 2025.
+Welcome! This article highlights key changes and updates in Azure AI Services documentation for October 2025.
 
 ## New articles
-- [Improve document output quality with confidence, grounding, and in-context learning](../ai-services/content-understanding/document/enrichments.md)
-- [Use liveness detection with network isolation (preview)](../ai-services/computer-vision/how-to/liveness-use-network-isolation.md)
-- [Voice live API supported languages (Preview)](../ai-services/speech-service/voice-live-language-support.md)
+- [Azure AI Translator 2025-05-01-preview](../ai-services/translator/text-translation/preview/overview.md)
+- [Bring Your Own Model (BYOM) with Voice Live API (Preview)](../ai-services/speech-service/how-to-bring-your-own-model.md)
+- [Create and deploy a CQA agent](../ai-services/language-service/question-answering/how-to/deploy-agent.md)
+- [How to customize voice live input and output](../ai-services/speech-service/voice-live-how-to-customize.md)
+- [Languages (2025-05-01-preview)](../ai-services/translator/text-translation/preview/get-languages.md)
+- [Migrate from Azure AI Vision - Image Analysis](../ai-services/computer-vision/migration-options.md)
+- [Migrate from Custom Vision Service](../ai-services/custom-vision-service/migration-options.md)
+- [Security guidelines for Azure AI Translator](../ai-services/translator/secure-deployment.md)
+- [Text translation 2025-05-01-preview migration](../ai-services/translator/text-translation/how-to/migrate-to-preview.md)
+- [Text translation REST API (preview)](../ai-services/translator/text-translation/preview/rest-api-guide.md)
+- [Translate (2025-05-01-preview)](../ai-services/translator/text-translation/preview/translate-api.md)
+- [Translator usage and data metrics](../ai-services/translator/text-translation/reference/metrics.md)
+- [Transliterate (2025-05-01-preview)](../ai-services/translator/text-translation/preview/transliterate-api.md)
+- [Voice live API Reference](../ai-services/speech-service/voice-live-api-reference.md)
+
 
 ## Updated articles
-- [Adapt Personally Identifying Information (PII) to your domain](../ai-services/language-service/personally-identifiable-information/how-to/adapt-to-domain-pii.md) - 
-- [Document analysis: Extract structured content](../ai-services/content-understanding/document/elements.md)
-- [Document processing models](../ai-services/document-intelligence/model-overview.md)
-- [Entity Metadata](../ai-services/language-service/named-entity-recognition/concepts/entity-metadata.md)
-- [Migrate from Language Understanding (LUIS) to conversational language understanding (CLU)](../ai-services/language-service/conversational-language-understanding/how-to/migrate-from-luis.md)
-- [Named entity categories and types](../ai-services/language-service/named-entity-recognition/concepts/named-entity-categories.md) 
-- [Prebuilt API](../ai-services/language-service/question-answering/how-to/prebuilt.md)
-- [Supported PII entities](../ai-services/language-service/personally-identifiable-information/concepts/entity-categories.md)
-- [Tutorial: Detect liveness in faces](../ai-services/computer-vision/tutorials/liveness.md)
-- [What is Azure AI Document Intelligence?](../ai-services/document-intelligence/overview.md)
-- [What is the Document Intelligence layout model?](../ai-services/document-intelligence/prebuilt/layout.md)
+
+- [Azure resources for Azure AI translation](../ai-services/translator/how-to/create-translator-resource.md)
+- [Create, test, and deploy: CQA knowledge base](../ai-services/language-service/question-answering/how-to/create-test-deploy.md)
+- [Language service supported regions](../ai-services/language-service/concepts/regional-support.md)
+- [Translator language support](../ai-services/translator/language-support.md)
+- [Transliterate (2025-05-01-preview)](../ai-services/translator/text-translation/preview/transliterate-api.md)