Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents
A concert is a collective experience, but recorded performance videos are typically watched alone, stripping away the shared audience presence that makes concerts feel eventful. We investigate whether persona-based LLM audience agents can recreate aspects of this collective experience by generating real-time fan chat alongside a K-pop performance video. We present a multi-agent system in which ten LLM agents react through live-chat messages, comparing a persona-conditioned audience (each agent a
Record details
Published: 5 June 2026
Source: arXiv
Category: Research
Topics: Agents & autonomy · Finance, VC & PE
Retrieved: 14 July 2026
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ethics.ai (5 June 2026), “Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents,” evidence record 1349, https://ethics.ai/record/1349 (originally published by arXiv).
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