Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.14:10 - Consequences

BenefitsTrade-offs and mitigations
Human-first clarity. Readers see the Working-Model layer as the canonical publication form. Direct claims carry no assurance fields by default; selected assurance remains purpose-driven and below the claims.Extra author discipline only when assurance is current. Declaring the required posture and writing a short grounding account takes effort; the authoring template and style guide keep that addition bounded.
Progressive assurance. Teams can start with the direct claim and add Mapping, Logical, Constructive, or Empirical support deliberately without changing the visible relation.Risk of “forever-light.” Some models may remain weakly assured; formal maturity checks and assurance prompts show where risk warrants more support.
Layer hygiene. Order and time remain outside mereology; structural identity is neither overloaded nor diluted.Split attention. Authors must learn to keep relation families distinct; mitigated by the Tell-Show-Show pedagogy across architectural patterns.
Spec cohesion. The same section order and safety subsections (Bias‑Annotation, Conformance Checklist) keep patterns comparable and auditable.Tighter prose. Patterns grow by a few concise checks; mitigated by the canonical template.

Quotable closer. “One layer to speak, four layers to justify—only when needed.”