Library / Music and Dance Practice Engineering Principles Framework
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MDPE.20:6 - Common Failures and Repairs

FailureRepair
“This rhythm is central, so it is the attractor.”State the representation and centrality relation; construct rival reconstruction, performance, selection, branching, and drift trajectories.
“The style is popular, so it will persist.”Name population, sampling basis, reproduction relations, horizon, and observations after the current pressure changes.
“The creator caused the culture.”Separate creation, publication, recognition, copying, transformation, selection, and retention; use causal language only for supported contributions.
“COIN explains style evolution.”Keep COIN as one bounded sensorimotor-context hypothesis and preserve relevant capability, interference, partner, teaching, selection and population rivals. Choose additional tests by their actual contribution and whole cost.
“The model predicts 72%.”Name the model, variables, population, horizon, calibration, evidence, and decision; use qualitative branches when numbers are unsupported.
“We have many scenarios.”Make the serious mechanisms, distinguishing implications, available basis and supported preparation/stop decision clear. Use an obtained observation for a claimed empirical update; do not require new Work to complete a qualified current forecast.
“Publishing the forecast will make it true.”Treat publication influence as a rival causal claim and observe receiving and later change separately.
“Our intervention selects the future.”Keep project choice separate from distributed cultural recognition, selection, transmission, retention, and loss.