Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 14:36:52 UTC · snapshot created 2026-10-03 14:38:14 UTC · last check 2026-10-03 15:00:09 UTC

G.12:8 — Consequences

Benefits. Dashboard claims can be read quickly and replayed from exact result and definition refs. Historical results remain distinct from changed definitions, and refresh can be local when needed.

Costs. A relied-on trend needs exact result, scope, window, and replay identities. Publication and refresh add their own conditional work.

Risks avoided. Screenshot-as-result, scope/slice collapse, hidden method drift, illicit ordinal arithmetic, scalarization by view, and carrier-as-publication are blocked.