You could fab chips in your basement. However your costs per chip would be in the tens of thousands each for basic chips. Large scales allows making those same chips for less than a dime each.
You'd still need chemicals, a pure substrate, a chip design that's been converted into a manufacturing process, a UV aligner, spin coater, etc... can't do everything in your basement. You have to trade with others.