Nice GPU you got there. Would be a shame if someone stole it and sold it for pennies on the dollar. We can't even deliver a meal autonomously in the USA.
Most houses would require an electrical upgrade. Then what about renters?
The real thing to consider is that this will likely commodify like mobile data and eventually everyone will have unlimited plans. There's not actually money in serving Ai to the masses in the long run.
Big tech already gives away compute, but GPUs keep getting pricier and more efficient... Maybe if you pledge the value of your home against those GPUs.
Get those AI companies to compete on who installs the GPUs, and let them offer incentives to you (the house owner) on who to choose :)