These chat and voice interfaces are basically the public's version of a command line interface. It has the same flaws and virtues. The main difference is marketing.

Of the bots that are marketed to be more human with lots of machine learning. From my experience, they feel no more better than the original ELIZA (https://en.wikipedia.org/wiki/ELIZA) despite the leap in tech.