FRANCISCO M. MARTINEZ LIBRARY
Research Articles / Article

Persistent Behavioral Signatures in Large Language Models

A Three-Replicate Baseline Test of Representational Persistence

Abstract

Study 2 tests 66 formal observations across eleven AI systems and three independent baseline replicates. Same-model responses were substantially more similar across trials than between-model responses, supporting the concept of persistent Model-Specific Response Signatures under standardized elicitation.

Author
Francisco M. Martinez
Publication date
August 16, 2026
Version
1.0
DOI
10.5281/zenodo.21961915
Research program
AI, Cognition, and Decision Systems
Version of record
Zenodo DOI record

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