Selection: AI Security and Tool Analysis

2026-08-11 | Muse Glimmer 30B: A Practical Local Model for OpenClaw Muse Glimmer 30B local guide: 24 GB hardware fit, llama.cpp setup catches, OpenClaw limits, vendor benchmarks, and a practical evaluation plan.
2026-07-02 | How to Read AI Benchmarks Without Getting Fooled Learn how to read AI benchmarks, spot saturation and contamination, compare coding and chat leaderboards, and test models on your own work.
2026-06-06 | Xiaomi MiMo V2.6: Value, Plans and Open Weights Compare MiMo V2.6 Flash and Pro, API prices, Token Plan and Desktop access. Understand the open release and choose a useful low-cost evaluation route.
2026-04-09 | Gemma 4: Private Local AI From Phone to PC Gemma 4 explained: official release facts, offline iPhone support for the edge models, and which version to start with on standard local hardware.
2026-04-08 | Running LLMs Locally: Gemma, Ollama, and Practical Choices How to decide between local and cloud, where Gemma fits, which runtime to pick, and what hardware you actually need for useful local AI.