Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models

Yin Jou Huang, Rafik Hadfi

Self-report questionnaires have long been used to assess LLM personality traits, yet they fail to capture behavioral nuances due to biases and meta-knowledge contamination. This pa…