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Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 15:41:27 UTC · snapshot created 2026-10-03 15:43:46 UTC · last check 2026-10-03 15:55:10 UTC

G.12:2 — Problem Frame

Dashboards drift or become misleading when they:

  • treat ClaimScope and a selected TargetSlice as one field;
  • copy a value without its C.21 replay basis;
  • average nominal or ordinal values or mix Units;
  • hide normalization, distance, comparison, or target-band rules;
  • require a Bridge for every source difference or omit F.9 when distinct local senses are actually related;
  • turn a row, screenshot, UTS name, form, or carrier into the measurement or series episteme;
  • turn selected sets or archives into one scalar winner; or
  • rebuild everything because changed definition and evidence pins cannot be localized.