The small mind could have an advantage if it is closer or more trustworthy to users.

It only has to be good enough to do what we want. In the extreme, maybe inference becomes cheap enough that we ask “why do I have to wake up the laptop’s antenna?”

I would like to have a personal AI agent which basically has a copy of my knowledge, a reflection of me, so it could help me mupltiply my mind.