MMP.12:10 - Architectural Rationale

The forward relation determines what the records respond to. The target determines which unresolved variations matter. Regularization determines which remaining variations the reconstruction discourages. Keeping these three contributions separate explains why one fitted answer can be useful for a nominal simulation yet inadequate as evidence about the subject.

This method extends compatible-case interpretation by constructing the recovery rule, choosing its strength and analyzing its induced loss. The distinction from computational approximation preserves the ability to solve the chosen equations accurately while still revising their recovery assumptions.