Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 09:35:10 UTC

C.21:11 - Consequences

Benefits. Field-health claims remain readable, scale-admissible, comparable when justified, and reusable without turning a dashboard or standard into authority.

Costs. A numerical or reused claim must expose its definition and comparison basis. A cross-local comparison must additionally expose the exact relation and loss.

Risks avoided. False maturity ladders, hidden polarity reversal, scope substitution, Bridge inflation, stale trends, publication-as-result, and assurance-by-record are blocked.