Agent-to-agent collaboration just became much easier to build in Microsoft Foundry. The A2A Tool and incoming A2A endpoints support A2A protocol version 1.0, which is generally available. The earlier...

An agent can analyze a request, choose the right next step, and call every available API—then stall when the final action exists only in a web interface. AI agents are increasingly capable of reaso...

Enterprise AI discussions often begin with a use case and end with a deployment constraint. A clinical document assistant may have clear value, yet protected health information cannot leave an approv...

The assumption nobody tests Most agent evaluations quietly assume something that never happens in production: that the model is handed exactly the right information, and nothing else. We changed ...

Introduction Enterprise agents become more valuable when they can securely access the data, knowledge and business systems organisations already rely on. And, Data Meets Agents is a way of fram...

Tamara Gaidar, Senior Data Scientist, Microsoft Security Research Team Maor Nissan, Principal Data Scientist, Microsoft Security Research Team Where we left off This is Part 2 of two. Part 1 is...

Imagine you are building a home design application. A customer says, “Show me a modern kitchen with dark cabinets and a large center island.” Images appear in seconds. Before the application finishes...

The model is the easy part Whisper stays popular for a reason its accuracy score does not show. It was pretrained on large scale multilingual data and reaches up to 99 languages, which matters more...

Tamara Gaidar, Senior Data Scientist, Microsoft Security Research Team Maor Nissan, Principal Data Scientist, Microsoft Security Research Team About this two-part series At BlueHat IL 2026 we p...

Introduction — The Monday morning bundle Imagine a case manager opening a new request on Monday morning. The case is not represented by one neat digital form. It arrives as a bundle: a letter gener...