AI Agents 相关度: 8/10

VIRENA: Virtual Arena for Research, Education, and Democratic Innovation

Emma Hoes, K. Jonathan Klueser, Fabrizio Gilardi
arXiv: 2602.12207v1 发布: 2026-02-12 更新: 2026-02-12

AI 摘要

VIRENA是一个用于模拟社交媒体环境,支持受控实验的开放平台。

主要贡献

  • 构建了可控的社交媒体模拟平台VIRENA
  • 实现了人类与AI agent在仿真环境中的交互
  • 提供了无需编程的可视化实验界面

方法论

VIRENA通过构建逼真的社交媒体环境,并结合可配置的AI agent,实现了对社会互动和信息传播的实验研究。

原文摘要

Digital platforms shape how people communicate, deliberate, and form opinions. Studying these dynamics has become increasingly difficult due to restricted data access, ethical constraints on real-world experiments, and limitations of existing research tools. VIRENA (Virtual Arena) is a platform that enables controlled experimentation in realistic social media environments. Multiple participants interact simultaneously in realistic replicas of feed-based platforms (Instagram, Facebook, Reddit) and messaging apps (WhatsApp, Messenger). Large language model-powered AI agents participate alongside humans with configurable personas and realistic behavior. Researchers can manipulate content moderation approaches, pre-schedule stimulus content, and run experiments across conditions through a visual interface requiring no programming skills. VIRENA makes possible research designs that were previously impractical: studying human--AI interaction in realistic social contexts, experimentally comparing moderation interventions, and observing group deliberation as it unfolds. Built on open-source technologies that ensure data remain under institutional control and comply with data protection requirements, VIRENA is currently in use at the University of Zurich and available for pilot collaborations. Designed for researchers, educators, and public organizations alike, VIRENA's no-code interface makes controlled social media simulation accessible across disciplines and sectors. This paper documents its design, architecture, and capabilities.

标签

社交媒体 仿真 AI Agent 实验平台

arXiv 分类

cs.HC cs.AI cs.SI