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April 27, 20260 citationsOpen Access

PHILIA-EcoSensory Swarm v47: From Data Dependency to Self-Sustained Oscillation — Philia Pulse Generator Achieves Simultaneous F2, F6, F5', and Living Control with Phase Observability in Synthetic Convergent Systems

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신신두섭

Key Points

  • The aim is to uncover principles governing oscillations and phase observability in synthetic convergent systems.
  • Utilized structural discovery in convergent dynamical systems with synthetic stationary data (Diabetes OU + Chemical Drift).
  • Analyzed pulse independence and phase observability through rigorous measurements and data correlation.
  • Executed simulations on AMD Ryzen 9 9800X3D and RTX 4080 SUPER.
  • Achieved highest tail coherence at F6 = −0.675 with self-sustained oscillation.
  • Demonstrated 95% pass rate (19/20) for F5'.
  • Maintained Phase Locking Value (PLV) ≈ 0.999 across various pulse amplitudes.

Abstract

PHILIA-EcoSensory Swarm v47 presents two structural discoveries in convergent dynamical systems operating on synthetic stationary data (Diabetes OU + Chemical Drift): 1. Pulse Independence Principle (Proposition 1): Data-coupled oscillation degrades to near-DC under stationary inputs, collapsing F6 tail coherence (−0. 228). Self-sustained oscillation with fixed intrinsic frequency (ppfreq = 0. 012, externalₘod = 0) restores F6 = −0. 675 — a sharp regime shift from a single structural change. 2. Phase Observability: PLV (Phase Locking Value) remains ≈ 0. 999 across all pulse amplitudes (including Pulse OFF), while F6 varies from 0. 288 to 0. 949. Phase structure is intrinsic to the system; pulse amplitude makes it observable by increasing z signal variance. F6 reflects phase observability, not phase existence. Main Result (v47. 4, 20-seed, seeds 42–61): - F2 corr (w, z) = −0. 818 ✓- F6 tail coherence = −0. 675 ✓ (highest in PHILIA experimental series) - F5' pass rate = 95% (19/20) ✓- Ωₙatural = 0. 970 ✓- Living Control ✓- Data: Diabetes (Ornstein-Uhlenbeck) + Chemical (Drift-Gaussian), synthetic Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB, DDR5 32GBAll results executed locally. No AI-generated numerical values. 실측이 생명. 증명이 아닌 기술. (Measurement is life. Description, not proof. ) — Trinity AI Research Team | GritManD. S | 2026. 04. 25

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Cite This Study

신두섭 (2026) studied this question.

synapsesocial.com/papers/69eefdb5fede9185760d47bfhttps://doi.org/10.5281/zenodo.19763408
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