AI生成的低质内容有社会价值，值得认真研究。
Why Slop Matters
- 提出AI Slop三特征：表面合格、耗能极低、可大规模生产。
- 发现AI Slop在实用、个性化与荒诞感三维度上持续演化。
- 主张将其视为文化现象，而非数字垃圾，适合人文与社科研究者关注。
AI生成的‘低质内容’常被视为数字污染。我们指出，这种忽视可能遗漏其重要社会功能：它为文化与经济需求提供了供给侧解决方案——人们需要的内容远超人类产能。我们主张AI Slop不仅是数字废料，更具备自身美学价值。如同早期被批评家贬低的“低级”文化形式，它仍能成为集体意义建构的途径，承载意义与身份表达。我们识别出原型级AI Slop的三个核心特征：表面胜任性（外表优质但内在空洞）、努力不对称性（生成成本远低于人工）、可量产性（嵌入广泛生成与消费的数字生态）。尽管形态多样且依赖媒介，其变化主要围绕三个维度：工具实用性、个性化程度与荒诞性。未来AI Slop将在创意、信息与文化经济中愈发普遍且具影响力，应作为独立研究对象被严肃对待。
原文摘要 · Abstract (English)
AI-generated "slop" is often seen as digital pollution. We argue that this dismissal of the topic risks missing important aspects of AI Slop that deserve rigorous study. AI Slop serves a social function: it offers a supply-side solution to a variety of problems in cultural and economic demand - that, collectively, people want more content than humans can supply. We also argue that AI Slop is not mere digital detritus but has its own aesthetic value. Like other "low" cultural forms initially dismissed by critics, it nonetheless offers a legitimate means of collective sense-making, with the potential to express meaning and identity. We identify three key features of family resemblance for prototypical AI Slop: superficial competence (its veneer of quality is belied by a deeper lack of substance), asymmetry effort (it takes vastly less effort to generate than would be the case without AI), and mass producibility (it is part of a digital ecosystem of widespread generation and consumption). While AI Slop is heterogeneous and depends crucially on its medium, it tends to vary across three dimensions: instrumental utility, personalization, and surrealism. AI Slop will be an increasingly prolific and impactful part of our creative, information, and cultural economies; we should take it seriously as an object of study in its own right.
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