转型与传统:面向艺术与人文学科的通用人工智能(AGI)
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities
AI总结:
本文系统分析了通用人工智能在艺术与人文学科中的应用与影响,梳理其前沿系统与主要风险,并提出缓解策略,倡导以人类繁荣为中心的负责任发展。
摘要:
通用人工智能(AGI)的最新进展,尤其是大语言模型和创意图像生成系统,已在涵盖艺术与人文学科的多种任务上展现出令人瞩目的能力。然而,AGI的快速演进也引发了关于其在这些传统上被视为极具人类属性的文化重要领域中负责任部署的关键问题。本文对AGI在涉及艺术与人文学科的文本、图形、音频和视频方面的应用与影响进行了全面分析。我们梳理了前沿系统及其在从诗歌到历史、从营销到电影、从传播到古典艺术等领域的应用情况。我们概述了AGI系统中与事实性、毒性、偏见和公共安全相关的重大关切,并提出了缓解策略。本文主张开展多利益相关方协作,以确保AGI在促进创造力、知识和文化价值的同时,不损害真相或人类尊严。我们的及时贡献总结了一个快速发展的领域,突出了有前景的方向,同时倡导以人类繁荣为中心的负责任进步。该分析为进一步研究如何使AGI的技术能力与持久的社会公益保持一致奠定了基础。
英文摘要:
Recent advances in artificial general intelligence (AGI), particularly large language models and creative image generation systems have demonstrated impressive capabilities on diverse tasks spanning the arts and humanities. However, the swift evolution of AGI has also raised critical questions about its responsible deployment in these culturally significant domains traditionally seen as profoundly human. This paper provides a comprehensive analysis of the applications and implications of AGI for text, graphics, audio, and video pertaining to arts and the humanities. We survey cutting-edge systems and their usage in areas ranging from poetry to history, marketing to film, and communication to classical art. We outline substantial concerns pertaining to factuality, toxicity, biases, and public safety in AGI systems, and propose mitigation strategies. The paper argues for multi-stakeholder collaboration to ensure AGI promotes creativity, knowledge, and cultural values without undermining truth or human dignity. Our timely contribution summarizes a rapidly developing field, highlighting promising directions while advocating for responsible progress centering on human flourishing. The analysis lays the groundwork for further research on aligning AGI's technological capacities with enduring social goods.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。