Not today. But when it turns into a $600 brick you plug in next to your router, that's gonna work for most people.
For today, I'm speaking to software developers - who can 100% handle setting up a local AI system - it's only as hard as building a PC.
I asked an AI agent to setup local AI inference for me. I gave it my use cases. It downloaded all the required bits, installed and configured them. Benchmarked different settings and models for my hardware and my use cases and then produced a nice report with findings and recommendations.
It is significantly easier than building a PC.