Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 14:15:10 UTC

E.13:6 - Bias-Annotation

E.13 blocks proxy-for-value bias: the visible measure, score, evidence volume, review result, release posture, or dashboard state is treated as the practical value itself. It also blocks evaluator-satisfaction bias: adding apparatus to satisfy an evaluation signal while the governed object, user work, safety, maintainability, or decision quality does not improve.