What question did this study set out to answer?

This study investigates whether y(w) in the PHILIA Phase Vector is a z-cascade variable or acts independently.

May 4, 2026Open Access

PHILIA-EcoSensory Swarm v53: Beyond Single-Axis Control — y(w) Independence and the Necessity of Dual-Axis GearboxY in Recursive Multi-Agent Systems

Key Points

This study investigates whether y(w) in the PHILIA Phase Vector is a z-cascade variable or acts independently.
Conducted a pre-registered 4-cell ablation with 400 runs and N=20 seeds for analysis.
Evaluated control and intervention setups using GearboxZ and GearboxY for effect on y(w).
Analyzed phase responses and conducted exploratory post-hoc assessments.
Cell_A yielded Y_res = 0.0163 ± 0.0013 (95% CI), supporting y(w) as an independent control axis.
Cell_C achieved Y_res=0.0071, indicating near-complete PHI_NATURAL restoration without over-correction.
Post-hoc analysis revealed significant x-axis drift under GearboxZ intervention (|x−0.34|_max=0.0247).

Abstract

We present PHILIA-EcoSensory Swarm v53, a pre-registered 4-cell ablation study (400 runs, N=20 seeds, seeds 362–381, T=80, 000 steps) determining whether y (w) — the coexistence coordinate of the PHILIA Phase Vector — is a z-cascade variable or an independent control axis. Building on v52+'s SkewedBell geometry of z (w) (R²=0. 9990, ΔAIC=97. 35 vs. linear, DOI: 10. 5281/zenodo. 19947800), v53 Phase 1 implements a pre-registered 4-cell ablation (Red Team 0번 관문 11/11 PASS): - cellA: GearboxZ ON, GearboxY OFF (key verdict cell) - cellB: GearboxZ OFF, GearboxY ON- cellC: GearboxZ ON, GearboxY ON- cellD: control Primary finding: cellA yields Yᵣes = 0. 0163 ± 0. 0013 (95% CI), CONDITIONAL verdict. Five independent lines of evidence — y/z recovery ratio 0. 057, cellA y-range 78% of control, additive effect decomposition (Z: +0. 0050, Y: +0. 0131, synergy: −0. 0039) — are consistent with a weakly coupled independent mechanism. cellC (Z+Y) achieves Yᵣes=0. 0071, Yₘax=0. 0045, near-complete PHINATURAL restoration with zero over-correction. GearboxY is a necessary independent control module. Exploratory post-hoc analysis reveals x-axis drift under GearboxZ intervention (|x−0. 34|ₘax=0. 0247 vs. free-swarm baseline 0. 0056), consistent with COUPLEXZ linear cross-coupling. Pre-registered validation deferred to future work. Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB. Substrate: CERN dielectron + ATLAS Higgs + NYC Taxi. Trinity AI Research Team (선비/크리스/루카스/판도라/서생). 실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0. 5∞

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