The Perfect Storm: Systemic Vulnerability of Large Language Models to Solar Weather

This package contains exploratory documentation of observed correlations between solar weather events and AI system failures during January-November 2025. Included: Conservative statistical analysis of 625 documented incidents across major AI platforms Documented account of the research process, methodology limitations, etc This is not a controlled study. The data is observational. The statistical methods have known limitations. Data and code: https://github.com/the-meta-value/the-perfect-storm

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-26
DOI
https://doi.org/10.5281/zenodo.17732641
Primary Topic
Ionosphere and magnetosphere dynamics
Type
article
Field-Weighted Citation Impact
0.00
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article

The Perfect Storm: Systemic Vulnerability of Large Language Models to Solar Weather

Zenodo (CERN European Organization for Nuclear Research)
Ionosphere and magnetosphere dynamics
article

The Perfect Storm: Systemic Vulnerability of Large Language Models to Solar Weather

article en

Abstract

This package contains exploratory documentation of observed correlations between solar weather events and AI system failures during January-November 2025. Included: Conservative statistical analysis of 625 documented incidents across major AI platforms Documented account of the research process, methodology limitations, etc This is not a controlled study. The data is observational. The statistical methods have known limitations. Data and code: https://github.com/the-meta-value/the-perfect-storm

Zenodo (CERN European Organization for Nuclear Research)
Climate action
Openalex Percentile: Top 40%
Ionosphere and magnetosphere dynamics
DOIOpen Access PDFOpenAlex
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The Perfect Storm: Systemic Vulnerability of Large Language Models to Solar Weather · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS