arXiv:2511.15997cs.AIcs.MM2025-11

让海洋开口说话,用AI对话探索海洋数据的生态诗篇

Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art

  • 构建多智能体系统,让AI以海洋视角进行诗意对话
  • 对话触发实时可视化与音视频播放,实现沉浸式数据体验
  • 适合关注环境叙事、人机共生与生态艺术的读者

Sensorium Arc(AI反思气候)是一个实时多模态交互式AI代理系统,将海洋拟人化为诗意叙述者,引导用户沉浸式探索复杂的海洋数据。系统基于模块化多智能体架构与检索增强的大语言模型(LLM)框架,支持自然口语对话,生成融合科学洞察与生态诗学的回答。通过关键词检测与语义解析,系统根据对话中的时间、地点和主题线索动态触发数据可视化与音视频播放。该系统由气候变化力之研究中⼼合作开发,受牛顿·哈里森生态美学哲学启发,将海洋数据从抽象集合重构为生命叙事。项目展示了对话式AI在情感化、直觉化获取高维环境数据方面的潜力,并提出人-机-生态系统的新范式。

原文摘要 · Abstract (English)

Sensorium Arc (AI reflects on climate) is a real-time multimodal interactive AI agent system that personifies the ocean as a poetic speaker and guides users through immersive explorations of complex marine data. Built on a modular multi-agent system and retrieval-augmented large language model (LLM) framework, Sensorium enables natural spoken conversations with AI agents that embodies the ocean's perspective, generating responses that blend scientific insight with ecological poetics. Through keyword detection and semantic parsing, the system dynamically triggers data visualizations and audiovisual playback based on time, location, and thematic cues drawn from the dialogue. Developed in collaboration with the Center for the Study of the Force Majeure and inspired by the eco-aesthetic philosophy of Newton Harrison, Sensorium Arc reimagines ocean data not as an abstract dataset but as a living narrative. The project demonstrates the potential of conversational AI agents to mediate affective, intuitive access to high-dimensional environmental data and proposes a new paradigm for human-machine-ecosystem.

AI艺术海洋数据交互系统

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