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Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.29:11 - Consequences

BenefitCost or handling
Authors get a small checklist before using terms such as field, quantum, category, RG, manifold, graph, or information geometry.Some quick analogies will be downgraded to local prose; this is intended.
A proposed metric/noise relation can suggest a candidate learning model.Its correspondence and application conditions still need testing before reliance.
Cross-domain transfer becomes auditable through preserved structure and lost structure and stop conditions.More upfront statement effort; reduces downstream epistemic precision repair.