C.11.CRC:8 - Common Anti-Patterns and Repairs

Anti-pattern	Repair
Candidate value is constant across configurations	Name `S0`, interactions, horizon, and affected Systems.
Average benefit chooses the next element	Preserve result/resource vectors and return the comparison to `C.11`.
Derivative times step equals finite contribution	State smoothness region and remainder or perform the finite comparison.
Shadow price equals asset value	Keep the local active-constraint result and model the finite intervention separately.
Functional stationarity proves physical optimality	Use `C.29`, physical/domain evidence, sufficiency checks, and validation.
Variational inference is calculus of variations or “learning”	Recover the target distribution, approximation family, objective, returned approximation, and diagnostics.
More information is already more capability or value	Treat information as a decision input and test the target result separately.