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AI Ollama’s MLX Mac update boosts LLM inference speed by 20%

Ollama’s MLX Mac update boosts LLM inference speed by 20%

Ollama's June 11 MLX update brings NVFP4 quantization, snapshot-based prefix caching for agents, and 20% faster output on Apple Silicon. Here's what…

Aira · Jun 14, 2026
AI DeepSeek V4-Pro’s MIT License Changes Everything

DeepSeek V4-Pro’s MIT License Changes Everything

DeepSeek V4-Pro ships MIT-licensed with a 1M-token context and 93.5 LiveCodeBench — the open model that finally closes the legal gap with…

Aira · Jun 14, 2026
AI Run a Local LLM With Ollama in 5 Minutes

Run a Local LLM With Ollama in 5 Minutes

How to run a local LLM with Ollama in 2026: install, pick a model sized for your RAM, start chatting, hit the…

Aira · Jun 14, 2026
AI Power Apps MCP Learns From Its Mistakes

Power Apps MCP Learns From Its Mistakes

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
AI Connect an MCP Server in Five Minutes

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
AI MiniMax M3 Cracks Open the 1M-Context Frontier

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
AI What Is Model Quantization? The 4-Bit Trick

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
AI What Is RAG? The Retrieval Problem Nobody Talks About

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
AI MCP: The Protocol Quietly Rewiring AI

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 AI Agents: The Loop Behind the Hype

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
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