This week's Model Mondays edition spans three distinct layers of the AI application stack: Cohere's cohere-transcribe, a 2B Automatic Speech Recognition (ASR) model that ranks first on the Open ASR L...

From the Field: Why This Integration Works As an experienced AI Cloud Solution Architect working in Greater China Region (GCR), I’ve seen one emerging pattern that delivers quick wins for some of m...

Tamara Gaidar, Data Scientist, Defender for Cloud Research Maor Nissan, Principal Data Scientist, Defender for Cloud Research The situation I’m about to describe is one that will feel familiar to...

As organizations scale their use of AI agents, one question keeps surfacing: how much is each agent actually costing us? Not at the subscription level. Not at the resource group level. Per agent, per...

  What Is Vector Drift? Vector drift occurs when embeddings stored in a vector index no longer accurately represent the semantic intent of incoming queries. Because vector similarity search dep...

This post is a follow-up to the previous write-up at https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/the-future-of-ai-autonomous-agents-for-identifying-the-root-cause-of-cloud-servi/44...

Model upgrades in Microsoft Foundry are not a one‑time platform operation, they are an ongoing application lifecycle discipline. Microsoft documentation makes this explicit: models evolve continuousl...

🔍 1. Why Evaluating LLM Responses is Hard In classical programming, correctness is binary. Input Expected Result 2 + 2 4 ✔ Correct 2 + 2 5 ✘ Wrong Software is determinist...

Another Step Towards a Complete AI Platform Since inception, our goal with Microsoft Foundry has been to deliver the most complete AI and app agent factory; giving developers access to the latest f...

It's easy to publish Foundry Agents and your own Custom Engine Agents, so they can be accessed in Teams and Copilot. But if you want to run your agents on your own private network you'll hit an issue...