> Does Amazon clearly says that everything you say to Alexa will be recorded and reviewed by its employees?

Thing is, they can't possibly review everything. Tagging is hard. The taggers can accomplish 1000 data points per day, as the article says. They can only cover a tiny portion of the Alexa data, and probably they use some algorithm to select which part would benefit the model most.