Massimiliano Panarari

Same Persona, Different Behaviors: Quantifying Persona Conditioning in Large Language Models

Persona conditioning is increasingly used to guide the behavior of Large Language Models (LLMs), yet the extent to which models consistently and effectively adapt to assigned identities remains unclear. In this paper, we present a systematic evaluation of persona-conditioned behavior in three open-weight LLMs: DeepSeek...