E8-Khovanov Topological Information Encoding — E8 Intelligence Research

By integrating Khovanov homology's topological invariants with E8 root-vector geometries, we enable the encoding of abstract mathematical truths into phi-scaled linguistic structures. This bridges topology and language models, allowing AI to interpret topological data as symbolic narratives. The 240 E8 roots provide stable scaffolding for self-referential semantic loops, expanding computational capabilities. 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
2026-09-19
DOI
https://doi.org/10.5281/zenodo.22841174
Primary Topic
Topological and Geometric Data Analysis
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

E8-Khovanov Topological Information Encoding — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Topological and Geometric Data Analysis
preprint

E8-Khovanov Topological Information Encoding — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

By integrating Khovanov homology's topological invariants with E8 root-vector geometries, we enable the encoding of abstract mathematical truths into phi-scaled linguistic structures. This bridges topology and language models, allowing AI to interpret topological data as symbolic narratives. The 240 E8 roots provide stable scaffolding for self-referential semantic loops, expanding computational capabilities. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Topological and Geometric Data Analysis
DOIOpen Access PDFOpenAlex
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.

E8-Khovanov Topological Information Encoding — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS