In the analogy of the recent sexual controversies coming out of Hollywood, the repeated behavior by one individual results in the group ostracizing the offending individual even though each of his transgressions were satisfactorily settled individually. When it emerges that the group is not adequately policing itself, that offends an external group such as one part of the industry versus another. This becomes a new injustice requiring a settlement between groups. This process of cascading continues with every larger groups demanding some type of settlement from the other group.
Government of data and urgency permits as bright-data the observations of events leading up to the then-interpreted injustice and the observation of the terms of the subsequent settlement. The only data that is excluded is the dark-data of the now-settled prior-claim of injustice.
The constitution was based on a population that accepted the concepts of individual independence. The current government is of a population that accepts a concept of granted or not-yet revoked privileges based on merit and trust. We reconcile the problem by operating a government for show that follows the canon set out by the constitution, and a government for real that operates largely independently of democratic control.
We are entering a period of government by the anonymous who have taken over the intellectual properties of the traditional establishment, including political parties and legacy media.
Permitting the development of isolated distinct cultures can provide the meaning and well-being of the population, allowing the population to maintain the numbers necessary to produce the occasionally qualified person to staff the remaining high level jobs within the colonial style government.
Success or fame in the current environment is a lottery prize given to great and weak with equal probability. In such an environment, it makes sense to put as little effort into success as one would put into buying a lottery ticket. A weekly effort, perhaps, but one that takes only a few minutes, leaving the rest of the week free.
The modern gig lifestyle results in a hive-like devaluation of the individual, but it also contributes to the emergence of more hive-like behaviors by encouraging individuals, especially men, to maximize their efforts in a gig when they are needed and minimize their obligations when they are not relevant.
For those who were surprised by this recent election, be prepared to be even more surprised by the next one.
Data deception is a concern for automated decision making based on data analytics (such as in my hypothetical dedomenocracy). I think it is already a concern with our current democracy. I fear the current enthusiasm for data technologies because I do not see much in the way of appreciation for the possibility of deception. There is a huge confidence in the combined power of large amounts of data and sophisticated statistical tools (such as machine learning). Missing from our consideration is how well the data actual captures the real world. The data is not necessarily an honest representation of what is happening in the real world. It is very possible that the data may include deliberate deception.
Decisive democratic action is offensive action. Some group or many groups may be insulted by the decision. This was less of an impediment when the everyday culture expected insults and offense. The nature of speech was what we today call offensive. Consequently, there was no barrier to democracy making decisions that we today call offensive.