Where does the cost saving vs black cabs come from? Is it from drivers working for less mostly (I have seen example calculations that claim that)?

Then the fundamental innovation of Uber is not to make things more efficient but to eliminate labor laws, workers safe guards and unions.

In my books, your convenience is not really a good argument for getting rid of those.