Taxonomy / Parallel lineages / Writing down the rule a group was actually enforcing
Writing down the rule a group was actually enforcing
Takes the decisions a group has already made — the posts it took down, the calls it let stand — and works backward to the rule it was in fact applying, written out in a form a person can read: a scored table of telltale phrases, or a named list of norms. That written rule is the point of the exercise; it becomes the group's operative standard, the thing a human or a model is then held to when the next case arrives, and it can be checked and argued with because it is explicit. Being explicit also lets each rule be sorted by how far it reaches — enforced platform-wide, shared by a cluster of similar groups, or peculiar to one — so a group's own line is separable from everyone else's. The accumulated record ends as a rulebook, not as a classifier.
Scroll the diagram sideways to see all of it.
Papers
No method has been built here yet — this approach rests entirely on what follows.
Precedent from outside AI
Work from law, political theory or another discipline that supplies the tradition this approach is read against.
Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities
Youngwoo Kim et al., Sep 2025arXiv:2509.02926PrecedentBuilt
Recovers each subreddit's unwritten moderation standard from its own history of removals, as an interpretable score table of lexical expressions, and shows the extracted tables match neural moderators' performance while making the criteria comparable across communities.
The Internet's Hidden Rules
Eshwar Chandrasekharan et al., Nov 2018doi:10.1145/3274301201 citationsPrecedentBuilt
Takes 2.8 million comments removed from 100 Reddit communities and induces from the removals alone which norms each community actually enforces, sorting them into platform-wide, cluster-level and single-community strata.