KYA pipes YOLOv8-detected cut-in risks into persona-prompted LLMs to generate emotional spoken reactions; in a 108-person study users preferred humorous/analytical styles and ChatGPT-4o won the most votes, though the headline 4.29 score is a constructed allocation.
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Vision-Language Assistant for Emotional Reactions to Risky Driving
KYA pipes YOLOv8-detected cut-in risks into persona-prompted LLMs to generate emotional spoken reactions; in a 108-person study users preferred humorous/analytical styles and ChatGPT-4o won the most votes, though the headline 4.29 score is a constructed allocation.