As I see it, many problems like those described come from the lack of adequate and properly filtered bi-directional feedback loops both positive and negative between users and the algorithmic decision makers as most of the companies turn feedback system to ether critical situation dump, some sort of primitive and one-sided meritocratic society, rating hell or uselessness quagmire chat plug.