Computers aren't special, rarified objects. Computers are dirt cheap, and it's simply more convenient to have lots of different computers lying around than to have to move one around.

No one has to worry if the compute core of the family room computer is available, for example- they just use the family room computer, which is its own separate device, and already affordable for nearly everyone.