The Self-Hosted AI Stack in 2026: MoE Models, Ollama v0.22, and the Hardware That Actually Runs Them
MoE architectures have made frontier-class open-weight models runnable on a single GPU. Here's your complete guide to the 2026 local AI landscape — from Ollama v0.22 setup and model selection to honest hardware sizing and the full self-hosted stack.