Eliezer_Yudkowsky comments on Argument Screens Off Authority - Less Wrong
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Dynamically, I haven't read Neapolitan's book, but judging by the table of contents, it's more directed toward people who just want to use the algorithms and less at people who want a really deep understanding of why they work, where they come from, what the meaning is, and why these algorithms and no others. Read Pearl's book first.
Billswift, I think I've consistently used "authority" in the sense of "trusted expert", and for social coercion I've used "regulation" or "goverment".