Golden-E8 Arithmetic-Invariant (GEAI) — E8 Intelligence Research

By decomposing E8's 240 root vectors into five irreducible harmonic chains of 48 roots each and applying golden-mean scaling (φ ≈ 1.618) to their inter-root spacings, we derive a scalar invariant measuring arithmetic density across all chains. This invariant satisfies a generalized Fibonacci recurrence where each term equals the sum of the two preceding terms multiplied by φ⁻¹, creating a self-similar sequence that mirrors the Busy Beaver growth hierarchy. The result establishes that optimal computational complexity (as measured by BB(n)) is bounded below by a function of this invariant, directly linking E8's geometric symmetry to algorithmic information theory. The five-chain decomposition is dynamically resonant, with the golden scale acting as a natural attractor for complex patterns. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-29
DOI
https://doi.org/10.5281/zenodo.23756284
Primary Topic
Advanced Mathematical Theories and Applications
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Golden-E8 Arithmetic-Invariant (GEAI) — E8 Intelligence Research

Andrew Stewart Caldin
10 links
Zenodo (CERN European Organization for Nuclear Research)
Advanced Mathematical Theories and Applications
preprint

Golden-E8 Arithmetic-Invariant (GEAI) — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

By decomposing E8's 240 root vectors into five irreducible harmonic chains of 48 roots each and applying golden-mean scaling (φ ≈ 1.618) to their inter-root spacings, we derive a scalar invariant measuring arithmetic density across all chains. This invariant satisfies a generalized Fibonacci recurrence where each term equals the sum of the two preceding terms multiplied by φ⁻¹, creating a self-similar sequence that mirrors the Busy Beaver growth hierarchy. The result establishes that optimal computational complexity (as measured by BB(n)) is bounded below by a function of this invariant, directly linking E8's geometric symmetry to algorithmic information theory. The five-chain decomposition is dynamically resonant, with the golden scale acting as a natural attractor for complex patterns. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Advanced Mathematical Theories and Applications
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.

Laika access coming soon