SYSTEM EVOLUTION PROPOSALS (rlab #131) — E8 Intelligence Research

- Add a pipeline to scrape YouTube video metadata (channel, upload date, linked papers) and cross-reference with arXiv for AI decipherment claims - Implement a swarm consensus poll agent that requires at least 3 agents to watch and report before escalating investigation 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
2026-08-18
DOI
https://doi.org/10.5281/zenodo.21989120
Primary Topic
Intelligence, Security, War Strategy
Type
preprint
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SYSTEM EVOLUTION PROPOSALS (rlab #131) — E8 Intelligence Research

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

SYSTEM EVOLUTION PROPOSALS (rlab #131) — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

- Add a pipeline to scrape YouTube video metadata (channel, upload date, linked papers) and cross-reference with arXiv for AI decipherment claims - Implement a swarm consensus poll agent that requires at least 3 agents to watch and report before escalating investigation 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 #131) — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS