>> Otherwise, yeah, Uber did fundamentally improve both productivity and service quality vs. traditional cab companies.

This was true when they started and not really true today. There are many taxi companies with proper licenses and full time employees using the same app model as Uber. Taxify (nowadays Bolt) is one example.

https://en.wikipedia.org/wiki/Bolt_(company)