心理科学进展2026，Vol.34Issue(7)：1109-1126,18.DOI:10.3724/SP.J.1042.2026.1109
从"负能"到"赋能":AIGC"污染"的作用机理及干预策略
From degradation to empowerment:Mechanisms of AIGC pollution and intervention strategies
摘要
Abstract
The rapid advancement of generative artificial intelligence(GenAI)has led to a massive influx of AI-generated content(AIGC)into the content economy.The widespread diffusion of low-quality AIGC has given rise to a"pollution"issue,posing new challenges for ecosystem governance.Centered on the psychological processes underlying human-GenAI interaction and grounded in a nested Stimulus-Organism-Response(SOR)framework,this study conceptualizes the phenomenon along a"cause-effect-intervention"logic.First,it identifies the psychological mechanisms behind GenAI's"empowerment paradox"whereby the technological advantages inadvertently promote the production of low-quality content.Second,it analyzes the impact of AIGC"pollution"on the content economy ecosystem and the distinct psychological pathways involved.Finally,it evaluates the effectiveness of current governance strategies employed by content platforms and,drawing on nudge theory,proposes optimized interventions to facilitate a shift from degradation to empowerment in the AI-driven content ecosystem.This study aims to provide theoretical insights to support the healthy integration of GenAI into the content economy.关键词
内容经济/人工智能生成内容/内容质量/人机交互Key words
content economy/AI-generated content/content quality/human-GenAI interaction分类
社会科学引用本文复制引用
刘笑辰,邓凌霏,吴羡娇,吴宁..从"负能"到"赋能":AIGC"污染"的作用机理及干预策略[J].心理科学进展,2026,34(7):1109-1126,18.基金项目
国家自然科学基金项目(72501021,72401099,72301301) （72501021,72401099,72301301）
教育部人文社科青年项目(23YJC630119) （23YJC630119）
国家社会科学基金项目(24VSZ148). （24VSZ148）
