Latest Blog
Why Is Local AI Moving From Single Models to Routed Model Stacks in 2026?
Learn why routing is replacing one-model architectures, how confidence and resource budgets choose a path, and when a single model remains better.
What It Has Never Seen? Talkie-1930 and the Einstein Test
Talkie-1930 tests whether AI can generalize beyond its training era, separating reasoning from memorization with a 1930 knowledge cutoff.
Gemini 3.8 Live Explained: When AI Can Watch, Talk, and Think at the Same Time
Gemini 3.8 Live combines real-time voice, vision, and background reasoning, making local filtering and privacy more important for always-on AI.
ZCode Git Snapshot Incident: What AI Coding Agents Can See, Upload, and Remember
ZCode's Git snapshot incident shows why AI coding agents need clear data boundaries for source code, Git history, secrets, cloud uploads, and local-first privacy.
Grok 4.8 Is a 2.5T Model — But the New C++ Stack Is the Bigger Story
Grok 4.8 pairs a reported 2.5T model with a new C++ training stack, showing why frontier AI is becoming an infrastructure race.
What Is Jev? Why AI Agents May Need Decision Models, Not More Chatbots
Jev shows why AI agents may need fast decision models for routing, confidence, and control instead of sending every step to a large LLM.
Running MiniMax H3 Locally: Hardware, ComfyUI, and a Self-Hosted AI Video Setup
Run MiniMax H3 locally with realistic VRAM targets, ComfyUI workflows, storage planning, offline limits, and a self-hosted AI video stack.
How to Measure Local RAG Retrieval Quality and Interpret Recall, Precision, and Citation Coverage
Build a local RAG test set, calculate core retrieval metrics, interpret their tradeoffs, and audit whether answer claims are supported by cited evidence.
