Your MCP-enabled agent just ran, and the token counts don't add up. The API says 773 tokens. The portal trace shows 581/141. The trajectory view displays something else entirely. Before you file a bu...

We are seeing two distinct trends this week. The first is around how low-bit quantization has developed to the point where large reasoning models can fit on a single accelerator with less quality los...

Azure AI Language in Foundry Tools will begin deprecating eight features: Key Phrase Extraction, Entity Linking, Sentiment Analysis & Opinion Mining, Summarization (document & conversation), Conver...

Samidha Shikhare*, Tim Malueg*, Shreya Goel*, and Charlie Goldenberg*  Department of Business Analytics, Santa Clara University - Leavey School of Business,  Santa Clara, California 95053, Un...

Why This Matters Your AI agent just forgot everything. Again. If you've built agents that need to track work across days or weeks—not just single conversations—you've hit this wall: the agent loo...

Enterprise AI projects do not move to production on model quality alone. They move when architecture, networking, observability, and evaluation all work together in a way that fits existing enterpris...

Summary You want to give your engineering org Claude Code without handing out Anthropic API keys, without per-developer billing sprawl, and without losing visibility into who is spending what. This...

Your AI agent just analyzed 500 invoices—but it can't click the 'Submit' button to process them. AI agents can reason through complex problems, but they hit a wall when workflows require interacting ...

Voice is rapidly becoming the default interface for AI. At Build 2026, Azure Speech is making it dramatically easier to ship production-grade voice experiences that feel real, responsive, and global....

We launched Foundry Labs last year as the home for cutting-edge AI experiments from across Microsoft. It is meant to be a place where developers could try, fork, and build with our earliest prototype...