Behavioral Fingerprinting of Large Language Models

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1From Five Dimensions to Many: Large Language Models as Precise and Interpretable Psychological Profilers2025
2. 2Natural Fingerprints of Large Language Models2025
3. 3A Survey of Large Language Models: Evolution, Architectures, Adaptation, Benchmarking, Applications, Challenges, and Societal Implications2025 · 21 citations
4. 4Simulated Selfhood in LLMs: A Behavioral Analysis of Introspective Coherence2025
5. 5AIPsychoBench: Understanding the Psychometric Differences between LLMs and Humans2025