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Azure AI Foundry no longer shows cached tokens for DeepSeek-V4.1-Flash (Global Standard)

I'm using DeepSeek-V4.1-Flash deployed via Microsoft Azure AI Foundry (Global Standard, model version 2026-09-10). Until about two days ago, Azure Foundry's Monitor showed cached-token usage for this deployment, similar to my other model, GPT-6-Luna.…

Cost Management
Cost Management

A Microsoft offering that enables tracking of cloud usage and expenditures for Azure and other cloud providers.

5,071 questions
asked 2026-10-10T03:37:19.91+00:00
Ruslan Makarov 0 Reputation points
0 answers

Artifact Signing organization identity validation stuck in Action Required and cannot be corrected 2.

I am configuring Azure Artifact Signing for an organization using an Organization / Public identity-validation request. The validation request is currently in an "Action Required" / "In Progress" state. I discovered after submission…

Artifact Signing
Artifact Signing

A fully managed end-to-end service for digitally signing code, documents, and applications. (formerly Trusted Signing)

1,444 questions
asked 2026-10-10T03:17:24.6766667+00:00
Rob Harris 0 Reputation points
0 answers

Microsoft Student Discount: "The client does not have access rights to the content" and "Offer not available in your region"

I had an issue where student verification completed successfully, but I received "The client does not have access rights to the content" and later "Offer not available in your region". Technical team escalated the issue when request…

Community Center | Not monitored
asked 2026-10-10T00:47:08.7266667+00:00
Leo Scott 0 Reputation points
edited the question 2026-10-10T01:40:24.1633333+00:00
Kai-Ex 1,745 Reputation points Microsoft External Staff Moderator
0 answers

Artifact Signing eligibility — New York LLC with Firstbase virtual mailbox

QAPGAN LLC is an active company registered in New York. Its US business mailing address is provided by Firstbase Mailroom. It has no physical US operating office; operations are conducted from Türkiye. Is QAPGAN LLC eligible for Artifact Signing Public…

Azure Dedicated HSM
Azure Dedicated HSM

An Azure service that provides hardware security module management.

47 questions
asked 2026-10-10T00:17:20.73+00:00
M. Fatih UÇAR 0 Reputation points
0 answers

about windows 11

Hello Microsoft Community and Team, I would like to share some constructive feedback and feature suggestions regarding Windows 11: Allow Local Account Setup during Installation: Many users prefer using a local account instead of being forced into a…

Windows for home | Windows 11 | Accounts, profiles, and login
asked 2026-10-10T00:04:34.59+00:00
AndreiDevTester Maria 0 Reputation points
edited a comment 2026-10-10T00:12:12.96+00:00
Dio Xavier 297.2K Reputation points Volunteer Moderator
0 answers

artifact signing orgnization public trust validation questions

I am trying to scope identity validation for organization for public trust cert type and have some questions: The basic plan says only one certificate per cert type. I want to prevent the 0.005 per sign cost if I have two certs. If information changes…

Artifact Signing
Artifact Signing

A fully managed end-to-end service for digitally signing code, documents, and applications. (formerly Trusted Signing)

1,444 questions
asked 2026-10-09T23:35:37.79+00:00
hg943h9g8fehi-0423 0 Reputation points
0 answers

Azure Database for MySQL: Restricciones regionales en despliegue — Cuotas y límites de servicio

Descripción del problema Estoy intentando desplegar un servidor flexible de Azure Database for MySQL en la región East US usando una plantilla ARM con una suscripción de tipo patrocinio. El proceso falla en la fase de validación previa, mostrando un…

Azure Database for MySQL
Azure Database for MySQL

An Azure managed MySQL database service for app development and deployment.

1,285 questions
asked 2026-10-09T22:11:45.9666667+00:00
Gabriel - AMG Consulting 0 Reputation points
0 answers

Não consigo entrar no portal Azure pelo meu email acadêmico

Criei uma máquina virtual no azura porém fui impedido de entrar no portal e com isso minha máquina virtual está ligada já faz uns 3 dias pois não consigo entrar para parar(deslocar) ela. Minha assinatura é de estudante porém eu tenho o crédito de teste…

Azure Cloud Services
Azure Cloud Services

An Azure platform as a service offer that is used to deploy web and cloud applications.

1,021 questions
asked 2026-10-09T22:01:38.01+00:00
MARIA 0 Reputation points
0 answers

Stuck: Please complete your email verification.

Artifact Signing - Identity validation I completed the personal identity validation and proof of domain ownership. Then got a “Please complete your email verification.” message in Azure, but I didn’t receive any verification emails (all other Microsoft…

Artifact Signing
Artifact Signing

A fully managed end-to-end service for digitally signing code, documents, and applications. (formerly Trusted Signing)

1,444 questions
asked 2026-08-21T13:53:48.4833333+00:00
Rob Kerry 5 Reputation points
commented 2026-10-09T21:40:21.2666667+00:00
Tim-MSFT 10 Reputation points Microsoft Employee Moderator
0 answers

Microsoft for Startups verification link and Program Support are missing

I joined Microsoft for Startups after May 29, 2026 and received the initial $200 credit. Microsoft emailed me asking me to complete business verification, but my Preview dashboard only shows “Check verification status” and provides no form,…

Azure | Azure ISV (Independent Software Vendor) and Startups
asked 2026-10-09T21:14:40.65+00:00
Mahmoud Galal 0 Reputation points
0 answers

Deployment for Micorsoft peering failed

The peering via exchange connection is not established and always failling provides the following { "code": "BadArgument", "message": "Existing exchange peering does not match with given exchange peering" }

Azure Private Link
Azure Private Link

An Azure service that provides private connectivity from a virtual network to Azure platform as a service, customer-owned, or Microsoft partner services.

590 questions
asked 2026-10-09T20:42:34.8933333+00:00
OsmanMohamednur-1147 0 Reputation points
commented 2026-10-09T20:52:15.7233333+00:00
OsmanMohamednur-1147 0 Reputation points
0 answers

Azure AI Foundry deployment blocked by 715-123420

Hello Microsoft Foundry Support Team, I'm experiencing error 715-123420: Our system has detected this request as unusual activity for your account when attempting to deploy the gpt-realtime-2.1 and gpt-6-luna models in Microsoft Foundry. I followed…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

5,074 questions
asked 2026-10-09T20:27:25.29+00:00
Diego 0 Reputation points
0 answers

Cognitive Services-Form Recognizer: Custom model training stuck / backend state issue — Build operations remain in running state

Problem description I am experiencing an issue with custom neural model training in Azure AI Document Intelligence (Form Recognizer). Starting on October 7, 2026, my training operations have remained stuck in the 'running' state with 0% completed,…

Azure Document Intelligence in Foundry Tools
asked 2026-10-09T19:13:01.3366667+00:00
Rich Fantozzi 0 Reputation points
edited a comment 2026-10-09T19:58:44.6233333+00:00
Ganesh Gurram 7,570 Reputation points Microsoft External Staff Moderator
0 answers

How can I link my new ms office standard 2024 product to my ms account so it installs correctly on my brand new pc?

How can I link my new ms office standard 2024 product to my ms account so it installs correctly on my brand new pc?

Microsoft 365 and Office | Install, redeem, activate | For business | Windows
asked 2026-10-09T19:17:38.45+00:00
Colin Palmer 0 Reputation points
commented 2026-10-09T19:21:06.95+00:00
Stefan Blom 354.2K Reputation points MVP Volunteer Moderator
0 answers

Azure MFA Lockout After Phone Replacement – No Alternative Verification Methods Available

I'm looking for guidance on regaining access to an active Azure subscription. The subscription originally came from a Visual Studio benefit provided during my employment at Microsoft and was later converted to a paid personal subscription. The…

Microsoft Security | Microsoft Entra | Microsoft Entra ID
asked 2026-10-09T18:49:51.23+00:00
Adel Ghabboun 0 Reputation points
edited the question 2026-10-09T18:53:41.9933333+00:00
Adel Ghabboun 0 Reputation points
0 answers

Custom MCP Federated Connector returns expired above certain response size

I'm building on a custom federated connector. I setup the connector successfully, everything works from an authentication / tool discovery standpoint on CoPilot chat. Doing a small tool call works fine, but at a certain size, CoPilot says that Expired…

Microsoft Copilot | Microsoft 365 Copilot | Development
asked 2026-09-02T22:20:17.6533333+00:00
Thomas Broatch 0 Reputation points
commented 2026-10-09T18:14:15.72+00:00
Thomas Broatch 0 Reputation points
0 answers

My husbands account was hacked so bad the hacker deleted all of his info so using windows sign on help is not an option

I have to use my Microsoft account to get anywhere because my husbands account was SO compromised that they deleted all of his information including his recovery account so we cannot use the Microsoft help page to recover his account. It says that it…

Microsoft Security | Microsoft Identity Manager
asked 2026-10-09T17:51:16.1333333+00:00
Kimmy Perrine 0 Reputation points
0 answers

I've been charged twice for my M365 Subscription - NEED HELP

Hello, I first purchased M365 personal from my iPhone via apple and paid for it, three days passed but the account was still did not get active. I tried connecting with support N number of times but couldn't seems to find a way. I've now again purchased…

Microsoft 365 and Office | Subscription, account, billing | For home | iOS
asked 2026-10-09T16:56:15.4333333+00:00
Rishi Gautam 0 Reputation points
commented 2026-10-09T17:42:42.2133333+00:00
EmilyS726 273K Reputation points Independent Advisor
0 answers

Azure Artifact Signing: SignCompleted returns empty timeseries

Azure Artifact Signing Basic: SignCompleted returns Success with empty timeseries — how to verify monthly usage? Tag: Artifact Signing We use an active Azure Artifact Signing Basic account with a Public Trust profile for signing a Windows application.…

Artifact Signing
Artifact Signing

A fully managed end-to-end service for digitally signing code, documents, and applications. (formerly Trusted Signing)

1,444 questions
asked 2026-10-09T17:24:18.28+00:00
Alexis Bernal Rigori 0 Reputation points
0 answers

Azure for Students Academic Verification– School name field clears automatically

Hello, I am trying to activate Azure for Students, but I am unable to complete the Academic Verification step. I can enter a school name in the field, but when I click outside the field (for example, to move to the Date of Birth field), the text is…

Azure | Azure Training
asked 2026-08-05T19:55:57.46+00:00
Asmita M 10 Reputation points
commented 2026-10-09T16:15:45.6733333+00:00
Valentin Aguirre 0 Reputation points