SYSTEM EVOLUTION PROPOSALS (rlab #202) — E8 Intelligence Research

- Add an image-processing pipeline (OpenCV) to extract geometric features (circle centers, angles) from manuscript scans for automated E8/phi fitting. - Integrate Stellarium API for astronomical cross-referencing of historical manuscripts against ephemerides. - Create a standardized control-text corpus (Latin, Hebrew, Arabic, gibberish) for MCMC n-gram anomaly detection across all decipherment tasks. - Implement a swarm validation step that automatically posts any detected pattern to the Merlin swarm with a conflict/escalation flag against known partial decipherments. 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
2026-08-28
DOI
https://doi.org/10.5281/zenodo.22138589
Primary Topic
Intelligence, Security, War Strategy
Type
preprint
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SYSTEM EVOLUTION PROPOSALS (rlab #202) — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Intelligence, Security, War Strategy
preprint

SYSTEM EVOLUTION PROPOSALS (rlab #202) — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

- Add an image-processing pipeline (OpenCV) to extract geometric features (circle centers, angles) from manuscript scans for automated E8/phi fitting. - Integrate Stellarium API for astronomical cross-referencing of historical manuscripts against ephemerides. - Create a standardized control-text corpus (Latin, Hebrew, Arabic, gibberish) for MCMC n-gram anomaly detection across all decipherment tasks. - Implement a swarm validation step that automatically posts any detected pattern to the Merlin swarm with a conflict/escalation flag against known partial decipherments. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Intelligence, Security, War Strategy
DOIOpen Access PDFOpenAlex
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SYSTEM EVOLUTION PROPOSALS (rlab #202) — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS