How can the military distinctions help us think through other kinds of AI/human cooperation in decision making?

What is an algocracy? us think through other kinds of AI/human cooperation in decision making?
What is the difference between ‘hiddenness’ and ‘opacity’? Why does the author highlight ‘opacity’ in this article?
What is the ‘mixed’ approach to legitimacy, and what are the benefits of the mixed approach as opposed to either of the two ‘pure’ approaches?
How is an Amazon warehouse an example of ‘humans on the loop’?
Why is it difficult to create algorithms that are not opaque? (note: pay special attention to reason #2 as it is our main focus of study for Modules 9&10)
What is the biggest reason to be optimistic about AI and the future of work?
What do you think is the biggest challenge with integrating AI and human labor?