Hi, one of the authors here.

The dish-o-tron series is intended to be a fun (ironic) deeplearning tutorial. The title for the first part "dish-o-tron – no more dirty dishes tanks to AI" is in a sense correct because the final goal is to prevent mysteriously appearing dirty dishes in the community kitchen sink.

However, we are fully aware that it also could promise too much at first glance. Hence, we thought it would be witty to have this kind of disclaimer. As always, humor is a matter of taste so sorry if you feel mislead.