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This research aims to investigate the CXZ coupling coefficient and its implications on signal behavior in eco-sensory systems.

May 17, 2026Open Access

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PHILIA-EcoSensory Swarm v58d Phase 1-C: CXZ Dense Sweep — Sub-Noise-Floor Sign Inversion, HW05 Falsification, and Spike-to-Dip Inversion Discovery

Key Points

This research aims to investigate the CXZ coupling coefficient and its implications on signal behavior in eco-sensory systems.
Conducted a dense sweep with 875 runs and a sample size of N=20 per cell, duration T=80,000 steps.
Confirmed hypotheses using multiple metrics, including AUC and cubic zero-crossing.
Validated predictions prior to experiment execution and conducted a four-AI adversarial review.
Confirmed that all v58d cells satisfy |AUC| < NOISE_FLOOR(0.003).
Reproducibly observed sub-noise-floor sign inversion at CXZ_40↔CXZ_45 (cubic zero-crossing = 46.11×10⁻⁶, R²=0.9881).
Falsified H_W05 hypothesis with a spike-to-dip inversion under CXZ≠0 (v58d ratio 0.57×–0.65× < 1.0).

Abstract

We report PHILIA-EcoSensory Swarm v58d Phase 1-C, a pre-registered CXZ coupling coefficient dense sweep (875 runs, N=20 per cell, seeds 942–981, T=80, 000 steps). Primary finding: HNULL CONFIRMED (Case B) — all v58d cells (CXZ 30–70×10⁻⁶) satisfy |AUC| < NOISEFLOOR (0. 003). Sub-noise-floor sign inversion reproducibly observed at CXZ₄0↔CXZ₄5 (cubic zero-crossing = 46. 11×10⁻⁶, R²=0. 9881). Critical discovery: HW05 FALSIFIED — w=0. 5 zₛan spike (v58c ratio 3. 99×–4. 29×) undergoes spike-to-dip inversion under CXZ≠0 (v58d ratio 0. 57×–0. 65× < 1. 0). Active inversion, not passive suppression. HINVERSIONCXZ hypothesis proposed for v59+ pre-registration. Corroborating: HARCH CONFIRMED (2, 135 cumulative runs, max|Δzₛan|=0. 00e+00) ; 3-axis LC ALL PASS (6/6 cells) ; cubic prediction validated PRIOR to experiment (CXZ₄0: agreement to within 2×10⁻⁶). Pre-registration DOI: 10. 5281/zenodo. 20195483v58c Phase 1 reference DOI: 10. 5281/zenodo. 20177160 4-AI adversarial review: 판도라 (3회) + 루카스 + 크리스 (22~29차) = 13회 검수Code: philiaᵥ58dₚhase1cᵥ0. 5. py (Gate-0 v4. 0 44/44 PASS) Trinity AI Research Team | Konyang University | 2026. 05실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0. 5∞

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PHILIA-EcoSensory Swarm v58d Phase 1-C: CXZ Dense Sweep — Sub-Noise-Floor Sign Inversion, HW05 Falsification, and Spike-to-Dip Inversion Discovery

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