Selection: AI Security and Tool Analysis

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 Guide: V2.5 API, Pricing & Open Weights Source-backed guide to Xiaomi MiMo V2.5 API, Token Plan limits, open weights, pricing, hardware reality, privacy caveats, and where it fits.
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.