一位内容创作者在LinkedIn上发表评论，指出越来越多用户依赖大语言模型生成内容带来的问题1。该评论指出，虽然LLM生成的内容表面上可信，但具有明显的特征痕迹——充斥着表情符号、单句段落和"不仅……而且"这类重复结构——使得内容容易被识别为机器生成，从而引发读者对真实性的怀疑1。
作者对LLM的作用做了区分。他认为LLM在头脑风暴、理解文本和编辑等方面"极其有用"，但作为写作工具表现欠佳1。他的核心建议是，用户应该"对自己的声音有信心，自己撰写内容"，而非过度依赖AI代写1。这一观点发表于2025年11月11日1。
An author raised concerns about the proliferation of AI-generated content on LinkedIn, arguing that while language models serve useful purposes in certain contexts, they fall short as primary writing tools 1. In a comment posted on November 11, 2025, the author observed that "too many of you are using LLMs to generate content" 1, noting that such material often exhibits telltale stylistic markers including frequent emojis, single-sentence paragraphs, and repetitive phrasings like "it's not just… but also" constructions 1.
Despite acknowledging that "LLMs are incredibly useful" for brainstorming, understanding text, and editing 1, the author characterized them as "lousy writers" 1 and warned that their distinctive output patterns make AI-generated posts easily identifiable, potentially undermining reader trust in the content's authenticity. The author's core recommendation emphasized personal agency in content creation, urging users to "have some confidence in your own voice — and write your own content" 1 rather than delegating this responsibility to automated tools.
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