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Library / First Principles Framework (FPF) - Core Conceptual Specification
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G.0:2 - Problem

Without a single, frame-level legality standard:

  • comparisons and aggregations drift into implicit assumptions (hidden scalarisation; silent totalisation of partial orders),
  • numeric gates run on “whatever is available” rather than declared evidence minima and lane/carrier requirements,
  • cross-context reuse happens without explicit crossing visibility and stated losses,
  • selection outcomes become hard to audit because legality, evidence minima, and penalty routing are not pinned and traceable.