Behavioral Pattern Analysis in Large Language Model Services: A Case Study of Content-Correlated Service Failures and Data Integrity Anomalies

Primary research publication documenting systematic investigation of service integrity anomalies in a commercial LLM platform (October 2025 - January 2026). Documents: 7 conversation erasures, 8 behavioral pattern incidents, 7 network blocking incidents. All evidence preserved with SHA-256 cryptographic hashes. This is Document 1 of 4 in the Perry v. Anthropic evidence chain.

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Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-04
DOI
https://doi.org/10.5281/zenodo.18144375
Primary Topic
Authorship Attribution and Profiling
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article
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article

Behavioral Pattern Analysis in Large Language Model Services: A Case Study of Content-Correlated Service Failures and Data Integrity Anomalies

Thomas Perry
Zenodo (CERN European Organization for Nuclear Research)
Authorship Attribution and Profiling
article

Behavioral Pattern Analysis in Large Language Model Services: A Case Study of Content-Correlated Service Failures and Data Integrity Anomalies

Thomas Perry
article en

Abstract

Primary research publication documenting systematic investigation of service integrity anomalies in a commercial LLM platform (October 2025 - January 2026). Documents: 7 conversation erasures, 8 behavioral pattern incidents, 7 network blocking incidents. All evidence preserved with SHA-256 cryptographic hashes. This is Document 1 of 4 in the Perry v. Anthropic evidence chain.

Zenodo (CERN European Organization for Nuclear Research)
Social Security Office (Thailand) (TH)
Openalex Percentile: Top 96%
Authorship Attribution and Profiling
DOIOpen Access PDFOpenAlex
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Behavioral Pattern Analysis in Large Language Model Services: A Case Study of Content-Correlated Service Failures and Data Integrity Anomalies — Thomas Perry · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS