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Your intellectual fly is open when you use an LLM to author a post (2025)

原始链接: https://bcantrill.dtrace.org/2025/12/05/your-intellectual-fly-is-open/

作者坦言自己对领英(LinkedIn)有着一种不情愿的依赖,并将其形容为社交媒体中的“杰拉尔德·福特”:虽然笨拙且乏味,但相较于其他混乱的同行,它却出奇地稳定。然而,作者提出了一个关键问题:AI 生成内容的泛滥。 尽管领英不断提示用户“使用 AI 重写”,但作者警告称,大语言模型生成的内容极其容易被识别。这些内容充斥着令人反感的风格化“破绽”——过多的表情符号、重复的句式结构以及可预测的模式——这会让读者产生疏离感。使用 AI 就像是“拉链没拉”一样尴尬;受众能立刻察觉其中的虚假,从而损害作者的信誉与真实性。当读者无法分辨出用户真实的观点与“生成的同人文”时,他们便会直接停止阅读。 虽然作者承认大语言模型非常适合构思和编辑,但他们认为这些工具无法成为优秀的创作者。作者敦促用户停止将自己的声音外包给算法。为了维持信任并确保信息产生共鸣,作者坚持认为你必须有自信去亲自撰写内容。他们认为,真实性是真正被听见的唯一途径。

这场讨论聚焦于使用大语言模型(LLM)进行专业写作这一争议性话题。核心论点在于“写作即思考”——这是一个不断提炼并串联思想的过程;而将这一过程外包给人工智能,会使作者失去通过推敲思路来获得认知提升的机会。 批评者认为,AI生成的内容往往冗长且重复,缺乏真实的人文表达,从而导致了“数字污染”。由于大语言模型具有非确定性,且容易产生幻觉或“填充式内容”,它们往往模糊而非澄清了作者的本意。对许多人而言,发布未经编辑的AI输出类似于“智力钓鱼”——这不仅歪曲了作者真实的理解水平,还以空洞的文辞浪费了读者的时间。 与之相对,一些参与者将大语言模型视为有价值的“认知假体”。他们认为,AI能帮助那些在写作上有困难的人清晰地表达观点,使他们能将精力集中在宏观策略而非语法修饰上。 怀疑论者中的共识并非要求禁用这些工具,而是呼吁透明化。如果作者使用AI生成内容,他们仍需对质量负责,且读者有权知晓机器在信息创作中所扮演的角色。
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原文

Note: This was originally published as a LinkedIn post on November 11, 2025.

I need to make a painful confession: somehow, LinkedIn has become an important social network to me. This isn’t necessarily due to LinkedIn’s sparkling competence, of course. To the contrary, LinkedIn is the Gerald Ford of social networks: the normal one that was left standing as the Richard Nixons and the Spiro Agnews of social media imploded around them. As with Gerald Ford, with LinkedIn we know that we’re getting something a bit clumsy and boring, but (as with post-Watergate America!), we’re also getting something that isn’t totally crooked — and that’s actually a bit of a relief.

But because I am finding I am spending more time here, we need to have some real talk: too many of you are using LLMs to generate content. Now, this isn’t entirely your fault: as if LLMs weren’t tempting enough, LinkedIn itself is cheerfully (insistently!) offering to help you "rewrite it with AI." It seems so excited to help you out, why not let it chip in and ease your own burden?

Because holy hell, the writing sucks. It’s not that it’s mediocre (though certainly that!), it’s that it is so stylistically grating, riddled with emojis and single-sentence paragraphs and "it’s not just…​ but also" constructions and (yes!) em-dashes that some of us use naturally — but most don’t (or shouldn’t).

When you use an LLM to author a post, you may think you are generating plausible writing, but you aren’t: to anyone who has seen even a modicum of LLM-generated content (a rapidly expanding demographic!), the LLM tells are impossible to ignore. Bluntly, your intellectual fly is open: lots of people notice — but no one is pointing it out. And the problem isn’t merely embarrassment: when you — person whose perspective I want to hear! — are obviously using an LLM to write posts for you, I don’t know what’s real and what is in fact generated fanfic. You definitely don’t sound like you, so…​ is the actual content real? I mean, maybe? But also maybe not. Regardless, I stop reading — and so do lots of others.

To be clear, I think LLMs are incredibly useful: they are helpful for brainstorming, invaluable for comprehending text, and they make for astonishingly good editors. (And, unlike most good editors, you can freely ignore their well-meaning suggestions without fear of igniting a civil war over the Oxford comma or whatever.) But LLMs are also lousy writers and (most importantly!) they are not you. At best, they will wrap your otherwise real content in constructs that cause people to skim or otherwise stop reading; at worst, they will cause people who see it for what it is to question your authenticity entirely.

So please, if not for the sanity of all of us than just to give your own message the credit it deserves: have some confidence in your own voice — and write your own content.

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