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After One-Click Video: The Inflow of Service-Type Content, the Failure of the Recommendation Pool Mechanism, and the BoLe System

In September 2026, a new large language model was released. Soon after, a new way of making explainer videos became very popular: people asked the model to write a program, and the program produced the video. "One-click video" content then appeared in large amounts on many platforms. On the surface, this is a rise in c

阅读原文 · Bo Zou, Chao Xu

乔木风格重写

向阳乔木 · opencode-go/deepseek-v4.1-flash

一键生成视频这件事,表面看是个人创作能力变强了。这篇论文想说的是,它可能正在改变内容行业的结构。 作者提出一个判断:这波内容里有一类叫 service-type content(服务型内容) ,人们看它是为了满足某个具体需求,看完就走,不是为了欣赏内容本身。另一类是 work-type content(作品型内容) ,需要创作者真的有话要说。AI 让两类内容...

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