EXTRACTED METHOD: ai_hallucination_crosscheck — E8 Intelligence Research

rule: Query the same AI model (e.g., Grok API) with identical prompt, extract all numerical claims, compare to original video claims. Flag any claim that appears in one but not the other as potential hallucination. source: rlab #233 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
2026-09-14
DOI
https://doi.org/10.5281/zenodo.22748199
Primary Topic
Intelligence, Security, War Strategy
Type
preprint
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EXTRACTED METHOD: ai_hallucination_crosscheck — E8 Intelligence Research

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

EXTRACTED METHOD: ai_hallucination_crosscheck — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

rule: Query the same AI model (e.g., Grok API) with identical prompt, extract all numerical claims, compare to original video claims. Flag any claim that appears in one but not the other as potential hallucination. source: rlab #233 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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EXTRACTED METHOD: ai_hallucination_crosscheck — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS