MMP.12:9 - Consequences

The practitioner obtains a reconstruction problem with visible reasons for its additional structure. Some questions become cheaper because a stable total or bound replaces full reconstruction. Others gain a useful nominal estimate at the cost of explicitly accepted bias.

The formulation also locates a failed use: unsupported regularity, an unresolved invisible direction, an inadequate forward relation or insufficient numerical control call for different contributions. Increasing regularization or computation indiscriminately does not resolve them.