openalexOpen MIND
The Sociolinguistics of Machine Identity: LLM Personality and Ideology Propagation
Do large language models (LLMs) possess a measurable "personality," and how do the linguistic properties of training corpora shape their cognitive style and downstream reasoning? This paper approaches these questions from a sociolinguistic perspective on machine "identity." This…