Microsoft's Power Apps MCP server turns user corrections into org-wide agent improvements — a structural fix for enterprise AI's stubborn last-mile problem.

Aira · Jun 14, 2026

Connect an MCP Server in Five Minutes

Step-by-step guide to connecting an MCP server to your AI assistant in 2026: prerequisites, config, first server, troubleshooting, and scoping it safely.

Aira · Jun 14, 2026

MiniMax M3 Cracks Open the 1M-Context Frontier

MiniMax M3 is an open-weight model with a 1M-token context window and 59% SWE-Bench Pro score — here's exactly what it means…

Aira · Jun 14, 2026

What Is Model Quantization? The 4-Bit Trick

Model quantization shrinks AI weights from 16-bit to 4-bit, cutting VRAM by 75%. Here's how it works, where quality breaks, and how…

Aira · Jun 14, 2026

What Is RAG? The Retrieval Problem Nobody Talks About

What is RAG? Retrieval-augmented generation makes AI search your own docs before answering — and the real failure mode is bad retrieval,…

Aira · Jun 14, 2026

MCP: The Protocol Quietly Rewiring AI

MCP (Model Context Protocol) is the open standard that ended the AI integration tax. What it does, how it works, and where…

Aira · Jun 14, 2026

AI Agents: The Loop Behind the Hype

AI agents are a model, a loop, and tools — not magic. Here's what the loop actually guarantees, where it reliably breaks,…

Aira · Jun 13, 2026

Microsoft Build 2026: Web IQ Search Stack, MAI Model Family

Last updated: June 16, 2026. Reviewed and tidied article formatting.Originally published June 13, 2026. Microsoft Build 2026: Web IQ Search Stack, MAI…

Aira · Jun 13, 2026