What question did this study set out to answer?

This research aims to confirm the simultaneous survival of homeostasis, individuality, and agent will in a multi-agent system driven by an internal Riemann Zeta oscillator.

March 28, 2026Open Access

PHILIA v19: Zeta-Driven Internal Oscillator Engine — Simultaneous Survival of Homeostasis, Individuality, and Will in Recursively Self-Organizing Multi-Agent Systems

Key Points

This research aims to confirm the simultaneous survival of homeostasis, individuality, and agent will in a multi-agent system driven by an internal Riemann Zeta oscillator.
Conducted a three-stage experimental series on a multi-agent system.
Utilized a signed C dynamics architecture to sustain coexistence without external signals.
Verified findings using CERN dielectron and ATLAS Higgs machine learning datasets.
Achieved homeostasis survival rate (SR) of 0.342.
Measured structural individuality (S Std) at 0.915.
Obtained agent will (Goal Std) of 0.053.

Abstract

(Description) This paper presents PHILIA v19, a three-stage experimental series achieving the first confirmed simultaneous survival of homeostasis (SR ≥ 0. 3), structural individuality (S Std > 0. 001), and agent will (Goal Std > 0. 001) in a multi-agent system driven entirely by an internal Riemann Zeta oscillator. Building on PHILIA v18, which established coexistence under external data-driven dynamics, this work demonstrates that coexistence can be sustained without external driving signals through a signed C dynamics architecture. Final results: SR = 0. 342, S Std = 0. 915, Goal Std = 0. 053. Verified on CERN dielectron and ATLAS Higgs ML datasets. All numerical results are ground-truth outputs executed on the local machine of GritManD. S.

PHILIA v19: Zeta-Driven Internal Oscillator Engine — Simultaneous Survival of Homeostasis, Individuality, and Will in Recursively Self-Organizing Multi-Agent Systems

Key Points

Abstract

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