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Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.18.1:3 - Forces

Notation independence vs useful scaling heuristics; local context vs cross‑context generality; telemetry vs objectives (illumination stays report‑only telemetry unless policy promotes it); early exploration vs reproducible policy.