The primary advantage of western civilization is its celebration of the concept of philosophy set down by Plato. This concept is that we expose our internally acquired wisdom to our peers who have developed different wisdom while being equally able to participate in society. The love of wisdom of philosophy refers to a form of love that puts that wisdom on display for others to absorb, and this inherently presents a conflict between different models of wisdom. Machine learning automates the acquisition of privately-held wisdom. The next challenge is artificial philosophy to expose that internal wisdom for public dialog.
Dedomenology has a saturation aspect, requiring very long periods of work stretching over many days regardless of the concepts of standard working hours such as a 40 hour workweek. When something needs to be tackled, it will employ the dedomenologist continuously until there is some level of completion. There will be an endless stream of assignments that someone will need to dive into the depths of the data ocean and staying there for a long time until the assignment is over.
A democratic voting base is that population who has the ability to influence specific government decisions individually. A democratic republic would transfer that direct influence to the representatives. To the extent either of these exist today, that voting base is restricted to government bureaucrats with access to non-public information. Further evidence of bureaucrats being the true base of democracy is that they are largely independent of both the executive and and the legislative branch.
In the actual case, humans facilitated the fast recovery after the false alarm because even though each person is specialized in terms of what they would have been doing that day, they would also, in large part, recognize the situation by observing people around them going about their own restoration of normal life. The specialization among humans is fundamentally different from the specialization of machines in that despite the specialization in duties or goals, humans share their human identity. They will adjust their expectations and demands in part to accommodate for the difficulties they can see others going through to meet those demands. Also, people will volunteer their services in areas that they normally do not work. In contrast, the various systems within an automated economy are less equipped to cooperate with unrelated systems, either in perceiving the need to cooperate, or having the capacity to help.
The rise of civilizations is from rapid adaptation of first-hand observations. The fall of civilizations occurs when theories override contrary observations. Government by data and urgency can restore the original vitality that created this civilization, and can prevent the inevitable decline resulting from theory-driven decision making.
One of the advantages of machine intelligence over human intelligence is that machines are not driven toward poetry. To me, poetry captures the scientific appreciation for the simplest explanations with the fewest number of terms. Humans are innately poets by nature, and even the objectivity of science can not escape the human delight in well-crafted poetry, or human disdain for inelegance in descriptions.
Consider the case of a big-data store the was able to store all of the individual answers keyed with sequence numbers, time stamps, and specific individual identification. I don’t think anyone would voluntarily discard that data in exchange with anonymized data consisting of just a few categories. The value of data reduction into categories is for people who don’t have access to big data. Those people are the consumers who wish to have an external assessment of what kind of person they are, allowing them a shortcut to introducing themselves, similar to the 1960’s approaching of introducing oneself as a zodiacal sign.