Merge pull request #4872 from Blackmist/updates

removing info that is causing support incidents

Author: JillGrant615

articles/machine-learning/concept-hub-workspace.md

@@ -9,7 +9,7 @@ ms.topic: conceptual
 ms.author: larryfr
 author: Blackmist
 ms.reviewer: namanjoshi
-ms.date: 04/14/2025
+ms.date: 05/12/2025
 monikerRange: 'azureml-api-2 || azureml-api-1'
 #Customer intent: As an IT administrator, I want to understand the purpose of a hub workspace for Azure Machine Learning.
 ---
@@ -33,16 +33,6 @@ In the transition from proving feasibility of an idea, to a funded project, many
 
 The goal of hubs is to take away this bottleneck, by letting IT set up a secure, preconfigured, and reusable environment for a team to prototype, build, and operate machine learning models.
 
-## Interoperability between ML studio and Azure AI Foundry
-
-Hubs can be used as your team's collaboration environment for both ML studio and [Azure AI Foundry](/azure/ai-studio/what-is-ai-studio). Use ML Studio for training and operationalizing custom machine learning models. Use Azure AI Foundry as experience for building and operating AI applications responsibly.
-
-| Workspace Kind | ML Studio | Azure AI Foundry |
-| --- | --- | --- |
-| Default | Supported | - |
-| Hub | Supported | Supported |
-| Project | Supported | Supported |
-
 ## Set up and secure a hub for your team
 
 Create a hub workspace in [Azure portal](how-to-manage-hub-workspace-portal.md), with [Azure Resource Manager templates](how-to-manage-hub-workspace-template.md), or via [Azure Machine Learning SDK/CLI](/azure/ai-foundry/how-to/develop/create-hub-project-sdk). You might customize networking, identity, encryption, monitoring, or tags, to meet compliance with your organization's requirements. 
@@ -104,6 +94,9 @@ Features that are supported using hub/project workspaces differ from regular wor
 |BYO virtual network|X|-|-|Use alternative [managed virtual network](how-to-managed-network.md)|
 |Compute clusters|X|-|-|Use alternative [serverless compute](how-to-use-serverless-compute.md)|
 |Parallel run step|X|-|-|-|
+|Batch Endpoints|X|-|-|-|
+
+All the features which require compute clusters to run will not be supported for hub workspaces (unless the feature is supported on serverless compute).
 
 ## Converting a regular workspace into a hub workspace