MAMEEFARM™ DGCP GROUND TRUTH SYSTEM

DGCP Principle #11 — Signal and Noise Separation Date: 2026-04-06 (Asia/Bangkok) Project: MaMeeFarm™ Global System Observation Framework: DGCP™ — Data Governance & Continuous Proof Mode: Observation only • Principle definition • No prediction • No advice Scope Note: Data structure • Signal layer • Noise layer • Pattern identification Principle Structure Signal layer presence within data structure Noise layer presence within data variation Separation requirement presence between signal and noise Priority presence assigned to signal within analysis structure System Context Data generation presence within real-world systems Variation presence across data inputs Non-structural fluctuation presence within system output Structural pattern presence within repeated data sequences Observed Structural Elements Signal presence identified through repetition structure Noise presence identified through non-repeating variation Continuity pr...