AI debate quality shouldn't be judged only on whether it mentions important values, but on how clearly and consistently it develops those values throughout the conversation—a dimension current evaluations miss.
This paper introduces a framework for evaluating how AI-generated debates express and organize values compared to human debates. Using Schwartz's value theory, the researchers measure not just which values appear in debates, but how they're distributed and sustained across turns.