Library / Music and Dance Practice Engineering Principles Framework
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MDPE.13:6 - Common Failures and Repairs

FailureRepair
“The audience selected this style.”Name the population, recognition or response task, actual local decision or distributed cultural relation, conditions, and evidence.
“The algorithm decided what is valuable.”Name the recommendation System, its Method and metric, the ordering it produces, the Agents who set or use it, and the affected parties.
“The rubric makes the result objective.”Recover the criteria, representation, competent judges, uncertainty, authority, conflicts, and qualities the task cannot observe.
“We published the variants, so diversity is preserved.”Separate publication and access from later recognition, use, transmission, and retention.
“The policy exists, so the arrangement is implemented.”Check the actual Agents, Systems, Work, Methods, authority, access, and feedback relations.
“One committee, founder, or platform governs the culture.”Bound its actual decision and influence; keep other arrangements, distributed selection, contest, and exit visible.