Final end state where it eats itself? Who buys all that soup when the workers have no jobs and no money? How much soup can one human CEO drink? (And why isn't the CEO also replaced by the AI?)
booleandilemma
The solution to this is to begin exporting your soup to other countries that have people who still work and have money. In the end it still eats itself though, but not before eating everything else.