Self-hosted AI has absolutely crossed the threshold from “fun toy” to “actually useful tool” thanks to quantized models and plugins that are surprisingly capable, even with modest hardware. Grabbing an old PC and loading a model grants you your own private AI a**istant that doesn’t phone home, and that’s a powerful thing, but it’s not the whole picture.