Examines x-drift dynamics in PHILIA-EcoSensory systems, suggesting underlying properties and restoration potential.
We present PHILIA-EcoSensory Swarm v55 Phase 2B, a pre-registered 6-cell ablation study (800 runs, N=20/40, seeds 442–481, T=80,000 steps) designed to determine whether x-axis drift in PHILIA-EcoSensory Swarm systems is a coupling artifact or an intrinsic property of population-level dynamics. Primary findings:- Q3 = INTRINSIC: removing COUPLE_XZ yields x_dev_max = 0.0206 (pre-registered threshold 0.020, margin 0.0006; Cohen's d_paired = 0.594). Coupling alone is insufficient to explain x-drift.- Q4 = PARTIAL: linear GearboxX reduces x_dev from 0.0206 to 0.0103 (50%), within PARTIAL range (0.010–0.015).- Q5 = MONOTONIC: E2(0.0256) ≥ E4(0.0232) ≥ E3(0.0206).- §Conclusions Decision Tree → CASE_B: explicit COUPLE_XZ is a partial cause; T_XZ implicit coupling shows no detectable effect under current experimental resolution; an additional mechanism exists. Exploratory finding: cell_E6 (COUPLE default + GearboxX ON) achieves x_dev = 0.0038 (RESTORATION territory, hypothesis-generating, not pre-registered as primary verdict). Pre-registration: 크리스 0번 관문 19/19 PASS. Amendment sequence 5→6→8→6-cell (Amendment 1/2/3) transparently documented. Pilot 1 (COUPLE_XZ=0) and Pilot 2 (T_XZ=0, Q3b≈0) preceded main experiment. Substrate: CERN dielectron + ATLAS Higgs + NYC Taxi. Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB. Execution: 514.2 minutes. No AI-generated or proxy values used. 4-AI collaborative review: 판도라 (ChatGPT) → 루카스 (Grok) → 크리스 (Claude Opus) → 선비 (Claude Sonnet). Trinity AI Research Team | May 2026실측이 생명. 증명이 아닌 기술. | PHILIA OS — 0∞1∞0.5∞
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신두섭 (2026) studied this question.
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