人工智能生成科普内容的底层逻辑与参与主体功能分析

Analysis of the Underlying Logic and Participating Subject Functions of Artificial Intelligence-Generated Science Content

人工智能引领下的科普创作意味着科普内容生产迈入了一个全新的发展阶段。本文梳理人工智能生成科普内容的发展现状与挑战,从大模型预训练、垂直领域模型精调、科普内容生成的技术路径出发,剖析人工智能生成科普内容的底层逻辑,以及专业内容生产者、职业内容生产者和公众这三类科普内容生产主体在与人工智能协同创作科普内容的各环节中的角色与功能。基于研究结果,本文建议为实现科普高质量发展,需开展科普领域的“人工智能+”行动,推动人工智能与科普的深度融合,构建人机协同、多元共创的智能科普创作新范式,为提升全民科学素质提供智能动力。

The content creation in science popularization led by artificial intelligence means that science popularization content production has entered a brand new stage of development.This paper analyzes the current situation and challenges in the development of AI-Generated science popularization content,the underlying logic of AI-Generated science popularization content from the technical paths of large model pre-training,vertical domain model fine-tuning,and popular science content generation,as well as the roles and functions of the three types of science popularization content producers,namely professional content producers,occupational content producers,and the public,in the process of collaborating with AI to create science popularization content.Based on the results of the study,this paper suggests that in order to realize the high-quality development of science popularization,it is necessary to carry out the“AI+”action in the field of science popularization,promote the in-depth fusion of AI and science popularization,and build a new paradigm of human-machine collaboration and multiple co-creation of intelligent science popularization content creation,so as to provide an intelligent impetus for improving the scientific quality of all the people.