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2026-08-25 3 浏览 免费阅读

皮尤研究证实自ChatGPT发布以来网络上AI生成文本急剧增加

皮尤研究中心分析近50万英文网页,发现ChatGPT发布后超过三分之一的新网页疑似AI生成,商业网站尤为突出,同时检测工具存在局限。

SOURCE / AI小生意项目库 MIN / 9 ACCESS / 免费阅读 POST / 2026-08-25 02:22:49

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作者:Matthias Bastian 来源站点:the-decoder.com 原贴时间:

原文

In an analysis of nearly half a million English-language web pages, the Pew Research Center found that more than a third of pages published after ChatGPT's launch show signs of AI-generated text. Texts from the Common Crawl web archive were analyzed using the Open Pangram detection tool. Commercial .com domains contain AI-generated text roughly ten times more often than .edu or .gov sites. The analysis has limits, though, mainly because current detection tools can barely tell the difference between fully automated text and writing that was only partly AI-assisted. The Pew Research Center analyzed nearly half a million English-language web pages for AI-generated content. Since ChatGPT launched, the share of machine-written text online has climbed sharply. The texts came from the Common Crawl web archive and were checked for signs of machine authorship using the AI detection tool Open Pangram . In a sample from July 2026, about 10 percent of all pages examined showed clear signs of AI authorship. Filtering the sample to only include pages published after ChatGPT's release changes the picture dramatically. More than a third of those newer pages show signs of AI authorship, according to the analysis . The trend kicked off with ChatGPT in late 2022, and the share of likely AI-generated web content has climbed steadily ever since. Ad About one in ten pages with a .com domain shows signs of AI authorship, while .org domains sit at 4.6 percent and .edu and .gov domains come in at only about 1 percent each. That makes commercial websites roughly ten times more likely to contain AI-written text than pages from schools or government agencies. Ad Pew's analysis found several language patterns that have become much more common on the web since 2023. Em dashes now show up about twice as often as they did in 2023, and Oxford comma usage has jumped 63 percent. Certain AI-favorite words like "delve," "interplay," "testament," "pivotal," "landscape," "tapestry," "bolstered," "crucial," "meticulous," and "vibrant" have more than doubled in frequency. Negative parallelisms following the "it's not just X, it's Y" pattern have nearly tripled, though they remain rare in absolute numbers. A separate study looking at corporate PR documents found that this particular phrase quadrupled since 2022. Ad A study by Imperial College London, the Internet Archive, and Stanford University from April 2026 reached a similar conclusion, finding that roughly 35 percent of all newly published websites were fully or partly AI-generated. The researchers also found 33 percent higher semantic similarity between AI texts and a much more positive tone overall but cautioned that public perception of negative effects often goes well beyond what the data actually supports. There's a problem with this and similar studies, and with the public debate too. Nobody agrees on what "AI text" even means. The spectrum runs from fully automated content to human drafts polished with AI to texts where a model only stepped in for a few sentences. Ad Open Pangram and similar models can, in my experience from testing hundreds of my own texts, only make a very rough call on whether a human or a machine likely wrote something. They can't reliably tell you how much AI was involved or at what stage, and they still misfire regularly. Yet these are very different ways of working. Ad

中文翻译

在一项对近50万英文网页的分析中,皮尤研究中心发现,自ChatGPT发布后发布的网页中,超过三分之一显示出AI生成文本的迹象。使用Open Pangram检测工具分析了Common Crawl网络档案中的文本。商业.com域名包含AI生成文本的频率大约是.edu或.gov网站的十倍。不过,该分析有其局限性,主要因为当前的检测工具几乎无法区分完全自动化的文本和仅部分AI辅助的写作。

皮尤研究中心分析了近50万英文网页中的AI生成内容。自ChatGPT发布以来,在线机器撰写文本的比例急剧上升。这些文本来自Common Crawl网络档案,并使用AI检测工具Open Pangram进行了机器作者身份检查。在2026年7月的样本中,约10%的受检网页显示出明显的AI作者身份迹象。仅将样本过滤为ChatGPT发布后发布的页面,情况发生巨大变化。根据该分析,这些较新的页面中有超过三分之一显示出AI作者身份迹象。

这一趋势始于2022年底的ChatGPT,此后可能由AI生成的网页内容比例稳步上升。约十分之一的.com域名网页显示出AI作者身份迹象,而.org域名占4.6%,.edu和.gov域名各仅占约1%。这使得商业网站包含AI撰写文本的可能性大约是学校或政府机构网页的十倍。

皮尤的分析发现,自2023年以来,网络上有几种语言模式变得更加普遍。破折号现在出现的频率大约是2023年的两倍,牛津逗号的使用率跃升了63%。某些AI偏爱的词汇,如“delve”、“interplay”、“testament”、“pivotal”、“landscape”、“tapestry”、“bolstered”、“crucial”、“meticulous”和“vibrant”,出现频率增加了一倍以上。遵循“it's not just X, it's Y”模式的否定平行结构几乎增加了两倍,尽管绝对数量仍然很少。另一项针对企业公关文件的研究发现,这一特定短语自2022年以来翻了两番。

帝国理工学院、互联网档案馆和斯坦福大学2026年4月的一项研究得出了类似结论,发现约35%的新发布网站完全或部分由AI生成。研究人员还发现,AI文本之间的语义相似度高出33%,总体语气更加积极,但警告说,公众对负面影响的感知往往远超数据实际支持的程度。

这个问题也存在于这项研究及类似研究以及公共讨论中。没有人就“AI文本”的含义达成一致。其范围从完全自动化的内容到用AI润色的人类草稿,再到模型仅介入几个句子的文本。根据我测试数百篇自己文本的经验,Open Pangram及类似模型只能粗略判断文本可能是人类还是机器写的。它们无法可靠地告诉你AI参与了多少或在哪个阶段,而且仍然经常出错。然而,这些都是截然不同的工作方式。

核心信息

皮尤研究中心分析近50万英文网页,发现ChatGPT发布后超过三分之一的新网页疑似AI生成,商业网站尤为突出,同时检测工具存在局限。

  • 皮尤研究中心分析近50万英文网页,发现ChatGPT发布后超过三分之一的新网页疑似AI生成,商业网站尤为突出,同时检测工具存在局限。
  • 原贴提到:In an analysis of nearly half a million English-language web pages, the
  • 来源:the-decoder.com

详细解读

这条信号清晰表明,ChatGPT的发布引爆了AI生成内容的浪潮。皮尤研究中心的报告不仅证实了这一趋势,还量化了其规模:在ChatGPT发布后的网页中,超过三分之一带有AI痕迹。这意味着,互联网上新增的内容中,很大一部分已经不再是纯粹的人类创作。

为什么重要?首先,对于搜索引擎和内容平台,AI内容的泛滥会改变信息生态,低质量或重复的AI内容可能淹没高质量的人类创作,影响用户体验。其次,对于商业网站,高达10%的.com页面含有AI文本,说明企业正在大规模采用AI工具来生产推广内容,这既是效率提升,也可能带来合规和信任风险。最后,对于普通用户,识别AI内容正变得越来越困难,这加剧了信息验证的挑战。

对谁有价值?内容创作者可以通过了解AI检测的局限性来优化自身策略,避免被误判。SEO从业者需要适应新的内容质量评估方式,因为搜索引擎可能调整算法来过滤低质AI内容。平台运营者需要制定规则,要求AI内容标注或限制滥用。企业公关部门则要警惕过度依赖AI文案可能带来的品牌风险。

可以怎么行动?一是建立内容标注体系,对于公开发布的信息,明确是否由AI辅助生成。二是加强检测工具研发,提高对“部分AI”的识别能力。三是内容生产者应注重原创性和深度,工具无法替代人类的洞察和价值观。四是平台方应结合内容质量和用户反馈,而非仅依赖AI检测。

风险或限制:皮尤研究依赖Open Pangram等检测工具,但作者也指出这些工具只能粗粒度判断,容易误判,尤其对混合创作无能为力。此外,“AI文本”的定义尚无共识,不同研究口径不同。因此,我们不应过度解读检测结果,而是关注AI内容对具体场景的实际影响。

信息差价值

这条内容的真正价值,不只是“有人发布了一个新功能”,而是它揭示了 the-decoder.com 背后的产品方向、工作流变化或竞争信号。对 OPC 来说,这种信息可以转化成持续追踪的栏目选题。

如果把《皮尤研究证实自ChatGPT发布以来网络上AI生成文本急剧增加》放到你的内容系统里,它最大的价值在于帮助读者更快看懂“为什么值得关注”,而不是只看到一条碎片化动态。

参考来源

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这篇文章回答了什么

皮尤研究证实自ChatGPT发布以来网络上AI生成文本急剧增加主要讲什么?

皮尤研究中心分析近50万英文网页,发现ChatGPT发布后超过三分之一的新网页疑似AI生成,商业网站尤为突出,同时检测工具存在局限。

这篇文章最值得关注的要点是什么?

皮尤研究中心分析近50万英文网页,发现ChatGPT发布后超过三分之一的新网页疑似AI生成,商业网站尤为突出,同时检测工具存在局限。;原贴提到:In an analysis of nearly half a million English-language web pages, the;来源:the-decoder.com

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它适合放在AI副业、AI工具、AI内容增长专题里阅读。 关联原因:这篇内容命中「项目、小生意、变现」等主题信号。;这篇内容命中「工具」等主题信号。;这篇内容命中「内容」等主题信号。

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建议先理解AI工具、工具、自动化、模型、Cursor这些关键词,再结合正文判断工具、机会或风险是否值得进入自己的工作流。

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