SpiralHelios Core — Deterministic Offline Execution of Alphabet-Geometric States

This work documents the existence and real-world execution of the SpiralHelios Core,a fully deterministic, executable, and offline alphabet–geometric processing system. The system operates without training data, without probabilistic learning,and without cloud or network dependencies. Execution is demonstrated on consumer mobile hardware under a strictly offlineenvironment. Measured outputs include vector norm–based energy, energy density persymbol, and execution latency, confirming repeatable and deterministic behavior. This work does not present a theoretical hypothesis.It documents an executable core system whose operation is directly measurable. Author:Christos Baltas (PH-GAIOS) ORCID:https://orcid.org/0009-0000-9743-3678 Contact:[email protected] Zenodo Community:https://zenodo.org/communities/spiral-code-energy/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-01
DOI
https://doi.org/10.5281/zenodo.18449312
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SpiralHelios Core — Deterministic Offline Execution of Alphabet-Geometric States

Christos Baltas
Zenodo (CERN European Organization for Nuclear Research)
Parallel Computing and Optimization Techniques
article

SpiralHelios Core — Deterministic Offline Execution of Alphabet-Geometric States

Christos Baltas
article en

Abstract

This work documents the existence and real-world execution of the SpiralHelios Core,a fully deterministic, executable, and offline alphabet–geometric processing system. The system operates without training data, without probabilistic learning,and without cloud or network dependencies. Execution is demonstrated on consumer mobile hardware under a strictly offlineenvironment. Measured outputs include vector norm–based energy, energy density persymbol, and execution latency, confirming repeatable and deterministic behavior. This work does not present a theoretical hypothesis.It documents an executable core system whose operation is directly measurable. Author:Christos Baltas (PH-GAIOS) ORCID:https://orcid.org/0009-0000-9743-3678 Contact:[email protected] Zenodo Community:https://zenodo.org/communities/spiral-code-energy/

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 81%
Parallel Computing and Optimization Techniques
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.