Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:15:11 UTC

E.15:6 - Bias-Annotation

Lenses tested: Gov, Arch, Onto/Epist, Prag, Did. Scope: Universal for changes to existing FPF pattern editions.

The method biases toward continuity and inspectability (Arch, Onto/Epist). The direct-repair route, record-reuse rule, whole-pattern cold-reader check, and first-adequate-result stop protect practical speed and readability (Prag, Did). Decision and review authority remain with their own patterns (Gov).