Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.19:8 - Consequences

ConsequenceBenefitCost or boundary
Coordinate and observation claims become inspectableA reader can recover the subject/input tuple, slot, Characteristic, Scale, value set, actual Coordinate, partial-input status, window, and mapping references.Declaring the space and its use takes more work than naming a feature vector or dashboard column.
Predicate meaning remains reusableA criterion survives description, evaluation, scope, and window changes when its semantic components are unchanged.Authors must name coordinates, scales, operator, cut or band, polarity, and normalization or coordinate-mapping basis. Any semantic Bridge and plane relation are cited separately by the consumer; the bounded-use claim and reliance remain separate from both.
Consumer patterns stay boundedGates, evaluations, comparisons, selectors, assurance claims, and dashboards use declared spaces and predicates without redefining them.Each consumer must still declare its own scope, slice, plane, window, result, and evidence use.
Dynamics has a typed state spaceA dynamics model can say which space its state belongs to without letting A.19 define the dynamic law or time base.Dynamic laws, evidence, and work consequences must still be governed elsewhere.