What question did this study set out to answer?

The study aims to determine the order of NF escape and LC collapse within a specific parameter range.

May 18, 2026Open Access

PHILIA-EcoSensory Swarm v58e Phase 1-C-γ Pre-Registration: CXZ High-Dose Boundary Mapping (NF Escape vs LC Collapse)

Key Points

The study aims to determine the order of NF escape and LC collapse within a specific parameter range.
Conducted 420 experimental runs with N=20 seeds.
Utilized specific configurations GX=sb3 and T=80,000 steps.
Pre-registered five possible outcomes regarding NF escape and LC collapse.
Achieved 14/14 PASS verdicts in preliminary evaluations.
Final outcomes will clarify the relationship between NF escape and LC collapse.
Results will contribute to understanding dynamics in complex sensory environments.

Abstract

Pre-registration for PHILIA-EcoSensory Swarm v58e Phase 1-C-γ experiment. Directly continues v58d Phase 1-C (DOI: 10. 5281/zenodo. 20206047). Primary question: In the CXZ ∈ 80, 90, 100×10⁻⁶ range, does NF escape (|AUC| ≥ 0. 003) occur before LC collapse (xdevₘax ≥ 0. 010), or vice versa? Design: 420 runs, N=20 seeds (982~1001), GX=sb3, T=80, 000 steps. 5-way pre-registered verdict: NFESCAPEFIRST / LCCOLLAPSEFIRST / SIMULTANEOUS / HNULLEXTENDED / MIXED. Gate-0 v4. 0: 14/14 PASS (크리스 31차, 2026. 05. 16) 4-AI review: 크리스 / 루카스 / 판도라 / 서생 완료. Trinity AI Research Team | Konyang University | May 2026실측이 생명. 증명이 아닌 기술.

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