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

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Authors: Thomas Perry
Cited by: 0

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.

Fields of Study & Subjects

Authorship Attribution and Profiling Digital and Cyber Forensics Spam and Phishing Detection

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
4 January 2026
Language
EN