智能艺术工厂:基于平行艺术智能体的创作自动化

Intelligent art factory:achieving creative automation through parallel art agents

近年来,多模态内容生成模型迅速发展,极大地提高了创意工作者的创作效率。然而,现有方法仍然需要领域专业知识,无法实现创作全流程的自动化,难以广泛服务于普通人群。因此,提出智能艺术工厂的理念和架构,基于大模型和人工智能智能体技术,构建智能艺术工厂的工作流程、基本功能和实现方法,建立面向创意创作的智能体员工和数字人团队,通过生物人、数字人和机器人的跨物理、信息、社会空间协作,实现创作流程自动化和创作知识自动化。智能艺术工厂将进一步解放大众的创造力。

In recent years,multimodal content generation models have rapidly evolved,significantly improving the effi‐ciency of creative workers.However,existing methods still require expertise and cannot realize the automation of the whole creation process,making it difficult to widely serve the public.This paper proposes the concept and architecture of intelligent art factory,based on advanced foundation models and AI agent systems.Creative production oriented agents and digital teams,in conjunction with the basic workflow,functions,and methods of the intelligent art factory are estab‐lished.The creative process automation and creative knowledge automation are achieved through collaboration among biological humans,digital humans,and robots in cyber-physical-social spaces.The intelligent art factory seeks to further liberate the creativity of the public.