Wikipedia teaches editors to spot AI-generated text: the key tips

Wikipedia, the largest online encyclopedia, has released a detailed guide to help its editors recognize text generated by artificial intelligence. The move reflects growing concern that chatbot-generated content could flood the platform, and it highlights how much the encyclopedia depends on keeping its information accurate and high-quality.

Over the past few years, powerful language models such as GPT-4 and Claude have made it much easier to generate text on almost any topic. But as Wikipedia points out, chatbots often tend to "sound smarter than they really are." That shows up as complex but not always appropriate terminology, a habit of overgeneralizing, and weak fact-checking. The new guide aims to help editors spot these signs and keep low-quality content off the encyclopedia's pages.

The guide includes plenty of examples and recommendations for tackling the problem. Editors are advised to watch for illogical transitions between sentences, overly generic phrasing, and a lack of concrete detail. The guide also recommends checking the sources cited in a text and comparing them against other sources to confirm they are reliable. It pays particular attention to cases where AI tries to "embellish" information or present it in a distorted way.

The guide has significant implications for the content industry as a whole. It makes the case for treating AI-generated information critically and for building tools and methods to verify it. New services and technologies that can detect AI-written text and assess its quality will likely emerge in the future. That would be an important step toward keeping information accurate and reliable in the age of AI.

For Wikipedia readers, this means the platform will work even harder to maintain content quality. Editors will scrutinize AI-generated text more closely and remove anything that falls short of the encyclopedia's standards. That should help Wikipedia remain a reliable source of information and keep disinformation from spreading.

In short, Wikipedia's guide to recognizing AI-generated text is an important step toward keeping information accurate and reliable in the age of AI. It reinforces the need to approach AI-generated content critically and to develop tools and methods for verifying it. New services and technologies that can detect AI-written text and assess its quality will likely appear in the future, which would mark another important step toward accurate and reliable information.