Analyzing Persona Effects in Generated Explanations from Multimodal LLM Agents in Urban Perception 事件

Analyzing Persona Effects in Generated Explanations from Multimodal LLM Agents in Urban Perception arXiv:2605.29064v1 Announce Type: cross Abstract: We study how persona prompting shapes language generated by multimodal large language models in an urban perception setting. Using 59,808 annotations from 1,200 persona-conditioned agents and two no-persona settings, we analyze captions, justifications, and perception tags across personas. Results indicate strong convergence in captions for differe