There's a moment every developer chases — the first time you take something genuinely at the edge of what's possible and watch it run on your screen, against your problem. Microsoft Foundry Labs exis...

Introduction Benchmarks in Microsoft Foundry (preview) make that kind of measurement a first-class part of the development workflow. You can run well-known open-source benchmarks against any model ...

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...