AI

Outer loop, inner loop. Orchestration meets capability. Image created using vanikya.ai.

MCP

OpenAI Just Removed MCP From Its Biggest Agent Spec, Here's What That Actually Means

OpenAI's Symphony spec hit 15,000 GitHub stars in three weeks and explicitly removed MCP as a dependency. A week after we argued MCP was the new SaaS launch motion, the most-starred agent spec of the month skipped it on purpose. That's not a contradiction. It's a clarification.

The End of Single-Modal AI: Why Everything is Becoming Multimodal

Introduction For years, artificial intelligence evolved in silos. Text models wrote content. Image models generated visuals. Audio models handled speech. Each system was powerful but isolated. That era is ending. We are now entering a new phase of AI where systems no longer think in a single format. Instead, they