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Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.19.UNM:9 - Consequences

Benefits

  • Makes “normalize-then-compare” a first-class governance choice.
  • Centralizes governing-pattern assignment, improving usability and reducing drift.
  • Supports evolvability: method families can evolve via packs/extensions without mutating the mechanism surface.
  • Prevents silent inadmissibility (unit, scale, and plane errors) by fail-closed guards.

Costs

  • Requires explicit declarations (method instance, invariants, validity window, evidence pins).
  • Class-level use requires compatibility/query arguments; ordinary transformed-value use need not construct a quotient or fix.