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评论文章探讨'AI slop'一词如何变质：如今人们动辄给精心撰写的内容贴上'这是AI写的'标签，这种无凭据的指控不仅惩罚了认真写作的人，也让真正的机器灌水内容获得伪装。
The author discusses the growing pains of a subreddit focused on large language models and proposes rules to promote science-based discussions and reduce politics and misinformation.
The author suspects that a small number of accounts on Reddit are consistently posting dogmatic anti-AI rhetoric across popular subreddits.
The article critiques the quality of Hacker News comments, highlighting issues like misinformation and meanness while acknowledging the value of well-informed contributions from notable users.
Introduces Cohesion-6K, a manually and ChatGPT-assisted annotated dataset of 6,000 Arabic Facebook posts about the Israeli Occupation of Palestine, spanning conflict to cohesion categories. Analysis shows conflict-oriented posts receive 2-4x more engagement than resolution-oriented ones.
This paper uses large language models to analyze persuasion dynamics and polarization in Reddit's r/ChangeMyView, finding that empathetic alignment increases belief change while frontal refutation diminishes it.
This paper measures the semantic structure and evolution of conspiracy theories using 169.9M Reddit comments from r/politics (2012-2022), introducing the concept of "semantic objects" bounded by semantic neighborhoods to track how conspiracy theory meanings change over time beyond simple keyword-based approaches.