PHILIA-EcoSensory Swarm v57 Phase 3: CASE_F — x-axis RESTORATION via SB_3param_corrected GearboxX and Falsifiable Verification of v56 Control-Sign Convention Failure

We report PHILIA-EcoSensory Swarm v57 Phase 3, a pre-registered 3-cell ablation study (500 runs, seeds 522–561, T=80,000 steps) designed to convert the v56 CASE_K post-hoc diagnosis — control-sign convention failure — into a falsifiable hypothesis. Primary Result (§Conclusions = CASE_F):F3' (SB_3param_corrected): x_dev_max = 0.0045 < 0.010 → Q6 RESTORATION ✅Q6a PASS (d_paired = +1.160), Q6b PASS (d_paired = +2.246), Q6c PASS (v56 diagnosis confirmed) Defining Evidence — Finding 1' (Deterministic Mirror):(F3'−F1') = −SB_x(w) × 0.963, per-seed std ≈ 10⁻¹⁵ across all 5 w-points — the sign-reversed counterpart of v56 Finding 1 (+0.957). This is not a statistical result; it is a deterministic consequence proving v56 CASE_K and v57 CASE_F are two sides of the same phenomenon. PHILIA Phase Vector Φ = (x, y, z) controller-verified on each axis independently:z-axis: GearboxZ SB (v52+) | y-axis: GearboxY Linear (v54) | x-axis: GearboxX SB_corrected (v57 ★) Pre-registration DOI: included in this upload (philia_v57_preregistration_draft.md)Series: v55 (DOI: 10.5281/zenodo.20025150) → v56 (DOI: 10.5281/zenodo.20065905) → v57 ★ Trinity AI Research Team | 실측이 생명. 증명이 아닌 기술.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-08
DOI
https://doi.org/10.5281/zenodo.20083417
Primary Topic
Autonomous Vehicle Technology and Safety
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

PHILIA-EcoSensory Swarm v57 Phase 3: CASE_F — x-axis RESTORATION via SB_3param_corrected GearboxX and Falsifiable Verification of v56 Control-Sign Convention Failure

신두섭
Zenodo (CERN European Organization for Nuclear Research)
Autonomous Vehicle Technology and Safety
article

PHILIA-EcoSensory Swarm v57 Phase 3: CASE_F — x-axis RESTORATION via SB_3param_corrected GearboxX and Falsifiable Verification of v56 Control-Sign Convention Failure

신두섭
article en

Abstract

We report PHILIA-EcoSensory Swarm v57 Phase 3, a pre-registered 3-cell ablation study (500 runs, seeds 522–561, T=80,000 steps) designed to convert the v56 CASE_K post-hoc diagnosis — control-sign convention failure — into a falsifiable hypothesis. Primary Result (§Conclusions = CASE_F):F3' (SB_3param_corrected): x_dev_max = 0.0045 < 0.010 → Q6 RESTORATION ✅Q6a PASS (d_paired = +1.160), Q6b PASS (d_paired = +2.246), Q6c PASS (v56 diagnosis confirmed) Defining Evidence — Finding 1' (Deterministic Mirror):(F3'−F1') = −SB_x(w) × 0.963, per-seed std ≈ 10⁻¹⁵ across all 5 w-points — the sign-reversed counterpart of v56 Finding 1 (+0.957). This is not a statistical result; it is a deterministic consequence proving v56 CASE_K and v57 CASE_F are two sides of the same phenomenon. PHILIA Phase Vector Φ = (x, y, z) controller-verified on each axis independently:z-axis: GearboxZ SB (v52+) | y-axis: GearboxY Linear (v54) | x-axis: GearboxX SB_corrected (v57 ★) Pre-registration DOI: included in this upload (philia_v57_preregistration_draft.md)Series: v55 (DOI: 10.5281/zenodo.20025150) → v56 (DOI: 10.5281/zenodo.20065905) → v57 ★ Trinity AI Research Team | 실측이 생명. 증명이 아닌 기술.

Zenodo (CERN European Organization for Nuclear Research)
Life in Land
Openalex Percentile: Top 8%
Autonomous Vehicle Technology and Safety
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.