Wikipedia has become everyday infrastructure for knowledge, used constantly while still widely distrusted. The Guardian argues that its history is remarkable and that its future, increasingly shaped by AI, is far from secure.
Key takeaways
- The Guardian reports that Wikipedia now holds around 68 million articles and has been consulted trillions of times by billions of people.
- English Wikipedia alone runs to about 5.2 billion words, according to the Guardian.
- Wikipedia’s reputation has long been “don’t trust it”, even though people rely on it heavily every day.
- The site depends on volunteer editors and reader visits, so tools that answer questions without sending people to the source could put pressure on that model.
Wikipedia’s scale and place in daily life
The main point of the Guardian’s piece is how large Wikipedia has become. The publication reports that the project spans roughly 68 million articles across its language editions, and that the English-language edition alone is about 5.2 billion words long. It also says the site has been consulted trillions of times by billions of people since it launched in 2001.
Wikipedia is unusual among the most-visited sites on the web. It is run by a non-profit organisation, the Wikimedia Foundation, rather than a commercial company. It carries no advertising, and it depends mainly on donations to pay for its servers and staff. Its content is published under an open licence, which means others may reuse it as long as they credit it and share it on the same terms.
That openness is a large part of why Wikipedia is everywhere. Its text turns up in search engine summaries, voice assistants, educational materials and countless other services. Many people read Wikipedia content without ever visiting the site. The Guardian describes the encyclopedia as part of the fabric of everyday life, and it is hard to name another reference work with that kind of reach.
The “anyone can edit” model and its reputation
The Guardian’s author describes a tension between how Wikipedia is used and how it is talked about. Almost everyone consults it, yet its public reputation got stuck at a warning not to trust it. That warning comes from the site’s best-known feature: it is “the free encyclopedia that anyone can edit”.
Open editing explains both sides of Wikipedia’s reputation. Critics see it as a weakness, because any article can be changed by an anonymous person at any moment. In practice, the project has built up layers of rules and community processes to handle that risk. Editors are expected to write from a neutral point of view, to back up claims with published sources, and to avoid original research. Changes are visible in public page histories, and contested topics are discussed on talk pages that anyone can read.
None of this makes every article reliable. Quality varies between topics and languages, and errors or vandalism can stay up for a time. Still, the Guardian’s point is that people plainly do trust Wikipedia in practice, whatever they say about it. The gap between “don’t trust it” and constant daily use is one of the features of its history the piece sets out to explore.
A website that has barely changed
The Guardian also notes that Wikipedia has changed very little since it was founded. Its basic form has stayed the same: text-heavy pages, plain design, footnoted references and a strong emphasis on links between articles. Most large consumer websites have been redesigned many times, added personalisation, or reshaped themselves around feeds and engagement.
That stability is unusual, and it reflects the project’s priorities. Wikipedia has not chased advertising revenue, so it has had little reason to redesign itself to keep people on the page for longer. Its main job has stayed the same throughout: to summarise what reliable sources say about a subject and point readers to those sources. The plain look that can seem dated next to modern apps is closely tied to that narrow purpose.
Artificial intelligence and a fragile future
The Guardian’s headline says Wikipedia’s future is fragile, and the article’s framing links that fragility to artificial intelligence. The source material above does not include the specific threats the Guardian identifies or any figures it gives, so they cannot be stated here. The general pressures that AI places on an open, volunteer-run reference work can be described, though.
Large language models are trained on very large collections of text, and openly licensed, well-structured material such as Wikipedia is valuable for that. Chatbots and AI-generated search summaries can then answer questions directly, often drawing on knowledge that came, in part, from Wikipedia. When people get an answer without clicking through, the original source gets fewer visits.
For Wikipedia, visits matter in more than one way. Readers are where new editors come from: people who notice a gap or a mistake and decide to fix it. Readers are also where donations come from, because appeals for money appear on the site itself. If more people use Wikipedia’s knowledge only through AI tools, fewer of them may ever see an edit button or a fundraising banner. How large this effect is, or will become, is not known from the material available here.
There is also a question of quality. AI-generated text can contain confident errors. If that kind of material were added to Wikipedia without careful checking, or if AI systems were increasingly trained on content written by other AI systems, the pool of reliable, human-checked information could get worse. Wikipedia’s model depends on people checking claims against sources, and that work cannot easily be automated without changing what the project is.
What Wikipedia’s history and present pressures tell us
Taken together, these points show a resource that is both very widely relied on and easy to overlook. Wikipedia succeeded by being open, non-commercial and stable in a period when much of the web went the other way. Its scale, as the Guardian describes it, shows that a loosely organised volunteer community can build something used by a large share of the world’s population.
The same features that made Wikipedia successful also make it vulnerable. Because it is freely licensed, other services can reuse its content without sending anything back. Because it is volunteer-run, it relies on a steady flow of new contributors. And because it is funded by donations, it relies on people knowing where the knowledge came from. AI systems that pass Wikipedia’s knowledge on in their own words can weaken all three of these supports at once.
Wikipedia’s reputation problem also looks different in this light. For years the main worry was whether the public could trust an encyclopedia anyone could edit. The more pressing question now may be whether the human effort behind it can keep going when much of its audience no longer sees the original work. The Guardian’s piece suggests that treating Wikipedia as permanent and free of cost is a mistake. Its continued existence depends on choices made by readers, technology companies and the volunteer community itself.
Sources and further reading
- The Guardian, technology section: the feature on Wikipedia’s history and the threats to its future that prompted this explainer
- Wikimedia Foundation: published material on how Wikipedia is governed, funded and licensed
- Wikipedia’s own policy pages: guidance on neutral point of view, verifiability and reliable sources
- Academic research on online peer production: studies of how volunteer communities create and maintain shared knowledge
Surfaced from the rss:guardian_tech signal “online encyclopedia’s uncertain future”. AI-assisted draft, editorially reviewed.

