Personality as a Probe for LLM Evaluation: Method Trade-offs and Downstream Effects

Gunmay Handa, Zekun Wu, Adriano Koshiyama +1

Personality manipulation in large language models (LLMs) is increasingly applied in customer service and agentic scenarios, yet its mechanisms and trade-offs remain unclear. We pre…