Large-scale analysis of 59,808 annotations shows persona prompting produces convergent captions but systematically varying justifications tied to socioeconomic and political attributes in multimodal LLM urban perception outputs.
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Analyzing Persona Effects in Generated Explanations from Multimodal LLM Agents in Urban Perception
Large-scale analysis of 59,808 annotations shows persona prompting produces convergent captions but systematically varying justifications tied to socioeconomic and political attributes in multimodal LLM urban perception outputs.