PTCBENCH: Benchmarking Contextual Stability of Personality Traits in LLM Systems

Jiongchi Yu, Yuhan Ma, Xiaoyu Zhang +4

With the increasing deployment of large language models (LLMs) in affective agents and AI systems, maintaining a consistent and authentic LLM personality becomes critical for user…