Evidence suggests Wikipedia is accurate and reliable. When are we going to start taking it seriously? – Sydney Morning Herald
Is it time to take Wikipedia seriously?
Loading
Wikipedia may be humanitys best effort at collecting all our knowledge in one place. It has more than 6.5 million articles and is now 90 times larger than the full 120-volume Britannica.
Scientists have actually done a lot of work looking at how accurate Wikipedia is across all sorts of topics. Wikipedia is acknowledged as the best source of information online for knee arthroscopes, for example. Its cancer information is as accurate and in-depth as a database maintained by experts. Its nephrology information is comprehensive and fairly reliable. Its drug information is accurate and comprehensive, even when compared to textbooks. Its political coverage is accurate. Its a highly complete and accurate resource on musculoskeletal anatomy.
A review of 42 science articles by subject experts for Nature found Wikipedia was as accurate as Britannica. A study by Oxford University of 22 English-language articles, funded by the Wikimedia Foundation, concluded it was more accurate than Britannica.
But these are just samples; Wikipedia is uneven. Its not so good with history. Its articles on drugs miss key points. Its coverage of historic elections suffers from errors of omission.
Not all Wikipedia articles are equal, says ONeil, who is organising an academic conference on Wikipedia at the University of Canberra on Friday. When youre talking about topics of massive interest, like the Queens death, it attracts thousands of contributors. So theres a lot more scrutiny of any claim by the crowd.
But on a more obscure topic where theres less interest, less people will be involved in editing it, and so theres more scope for incorrect information to survive.
Still, a review of 110 studies published in 2014 concluded Wikipedia is generally a reliable source of information across almost all domains studied.
A lot of the studies of Wikipedias accuracy compare it to a reference source a textbook or peer-reviewed study. But is this fair? All sources of knowledge carry some level of error, be that encyclopaedia, news article or peer-reviewed study. Britannica carries errors. And scientists are increasingly discovering that peer review provides little protection against error or even outright fraud.
Wikipedia could be edited by anyone.,Credit:Eddie Jim
Theres no reason to expect Wikipedia to be accurate. As my high school teacher liked to remind me, it can be edited by anyone! It could easily look like the back page of a high school notebook covered in graffiti, anatomy drawings and expletives. It should be prone to indulging conspiracy theories. It should be awful.
And yet it isnt. Somehow a group of anonymous amateurs has created something that is more than the sum of its parts.
How? By evolving an encyclopaedia from something created by someone to something created by a process. Medicine has evolved from the ideas of a great man to knowledge created by experiment. In the same way the encyclopedia has evolved into Wikipedia.
Because Wikipedia has so many users, any new information at least on popular articles is scrutinised by a huge number of readers and editors, checking that it holds up to the sites published principles. Every edit is logged and subject to scrutiny.
Professor Amy Bruckman, author of Should You Believe Wikipedia? argues it is actually the most reliable form of information ever created.
Think about it a peer-reviewed journal article is reviewed by three experts (who may or may not actually check every detail), and then is set in stone. The contents of a popular Wikipedia page might be reviewed by thousands of people, she told PCMag.
Editorial controversies on Wikipedia are endlessly debated and these conflicts make the article better in a process Queensland University of Technologys Dr Kim Osman calls generative friction.
Consider the 2000-word discussion among editors over the question of the Queens personal popularity, canvassing multiple opinion polls to shape a single sentence in the article.
Loading
The sheer number of reviewers is Wikipedias secret weapon; it is something other encyclopaedias simply cannot match.
On Wikipedia, everything is transparent. The whole process of producing knowledge collectively is there to be seen, and thats really important in an age of so much distrust of institutions, says ONeil. You have trust in the process.
Some scientists call it human computing, using computers to corral huge numbers of humans to create something that neither human nor computer alone could build.
Why do so many people continue to shun Wikipedia? I suspect in part because many gatekeepers of knowledge journalists, scientists, teachers, the Encyclopedia Britannica simply dont like the idea that anonymous amateurs are competing on their domain. And producing content that is just as fast and reliable. But it strikes me that turning our back on such an extraordinary resource is well, a little petty.
Enjoyed this article? The Examine newsletter explains and analyses science with a rigorous focus on the evidence. Sign up to get it each week.
Continued here:
Evidence suggests Wikipedia is accurate and reliable. When are we going to start taking it seriously? - Sydney Morning Herald
- Forum From the Archives: Wikipedia Founder Jimmy Wales on How to Build Trust - KQED - December 25th, 2025 [December 25th, 2025]
- Wikipedia debating if attack targeting Jews at Sydney Chanukah event was terror - JNS.org - December 18th, 2025 [December 18th, 2025]
- Provisional Bondi Truths: Containment, Power, and the Struggle to Name Palestine on Wikipedia - Countercurrents - December 18th, 2025 [December 18th, 2025]
- Wikipedia | Wikipedia in the Age of AI and Bots - Stanford HAI - December 18th, 2025 [December 18th, 2025]
- Can we still trust Wikipedia? - GZERO Media - December 18th, 2025 [December 18th, 2025]
- Does this Wikipedia listing show 'Scooby-Doo' characters were based on real '60s leftist group? - Snopes - December 18th, 2025 [December 18th, 2025]
- Jannik Sinner repeats feat: leader in Wikipedia searches in Italy for the second consecutive year - Punto de Break - December 18th, 2025 [December 18th, 2025]
- Elon Musk versus Wikipedia continues an age-old battle over truth - Prospect Magazine - December 10th, 2025 [December 10th, 2025]
- Wikipedia is getting in on the yearly wrapped game - The Verge - December 10th, 2025 [December 10th, 2025]
- Wikipedia Has Its Own Version of Wrapped Now, But Theres One Little Problem - Gizmodo - December 10th, 2025 [December 10th, 2025]
- AYENI: Your teachers were wrong about Wikipedia - The Vanderbilt Hustler - December 10th, 2025 [December 10th, 2025]
- Pope Leo XIV among the most viewed and searched on Wikipedia and Google in 2025 - Catholic News Agency - December 10th, 2025 [December 10th, 2025]
- Wikipedia Rolls Out Spotify Wrapped-Style End-of-Year Recap - PCMag - December 10th, 2025 [December 10th, 2025]
- Wikipedia Launches Personal 'Wrapped' Feature to Boost App Downloads - The Tech Buzz - December 10th, 2025 [December 10th, 2025]
- Heres the top 20 list of most-viewed Wikipedia articles in 2025 - FOX 8 News - December 10th, 2025 [December 10th, 2025]
- Wikipedia announces Pope Leo XIV as their 5th most-read profile of 2025 - Rome Reports - December 10th, 2025 [December 10th, 2025]
- The Ultimate Wikipedia Footballer Quiz II: Another bumper edition to test your 2000s baller knowledge - Planet Football - December 10th, 2025 [December 10th, 2025]
- Charlie Kirks wikipedia becomes most-read page of 2025 since assassination - WION - December 10th, 2025 [December 10th, 2025]
- Quit the begging Wikipedia - vocal.media - December 10th, 2025 [December 10th, 2025]
- What were the most-read articles on Wikipedia in 2025? - Euronews.com - December 10th, 2025 [December 10th, 2025]
- This years hottest Wikipedia pages from Charlie Kirk to Severance - PCWorld - December 10th, 2025 [December 10th, 2025]
- Elon Musks Anti-Woke Wikipedia Is Calling Hitler The Fhrer - The Intercept - November 30th, 2025 [November 30th, 2025]
- 50 Times People Found Gems On Wikipedia That Were Too Funny Not To Share (New Pics) - Bored Panda - November 30th, 2025 [November 30th, 2025]
- For Wikipedia founder Jimmy Wales, truth has always been a matter of trust | The Excerpt - USA Today - November 30th, 2025 [November 30th, 2025]
- How does the Wikimedia Foundation use donations to Wikipedia? - Wikimedia Foundation - November 30th, 2025 [November 30th, 2025]
- The Interview: How Wikipedia Is Responding to the Culture Wars - The New York Times - November 30th, 2025 [November 30th, 2025]
- For Wikipedia founder Jimmy Wales, truth is a matter of trust - USA Today - November 30th, 2025 [November 30th, 2025]
- ShellBot Chat: How to Edit History The Wikipedia Way - Royal Dutch Shell Plc .com - November 30th, 2025 [November 30th, 2025]
- Grok, is this true? Can Elon Musk's Grokipedia compete with Wikipedia? - Mezha - November 30th, 2025 [November 30th, 2025]
- The best guide to spotting AI writing comes from Wikipedia - TechCrunch - November 20th, 2025 [November 20th, 2025]
- The difference between Grokipedia and Wikipedia - marketplace.org - November 20th, 2025 [November 20th, 2025]
- 27 Wikipedia Pages So Disturbing They're For Adults Only - BuzzFeed - November 20th, 2025 [November 20th, 2025]
- Wikipedia founder Jimmy Wales blows his top and hits da bricks 45 seconds into an interview, shouting 'It's a stupid question!' as he walks offstage -... - November 20th, 2025 [November 20th, 2025]
- Wikipedia Cracks the Code on Spotting AI Writing - The Tech Buzz - November 20th, 2025 [November 20th, 2025]
- Elon Musk, Wikipedia co-founder Jimmy Wales is not pleased with your Wikipedia rival; says: Pretty skepti - Times of India - November 20th, 2025 [November 20th, 2025]
- As Wikipedia Traffic Drops 8%, Experts Say Its Time to Rethink SEO and GEO - DesignRush - November 20th, 2025 [November 20th, 2025]
- I Really, Really, Really, Really, Really, Really, Really, Really, Really, Really, Really, Really Regret Looking At These Creepy Wikipedia Pages -... - November 20th, 2025 [November 20th, 2025]
- Jimmy Wales walks out of interview over dumbest Wikipedia question: Its not a - Times of India - November 20th, 2025 [November 20th, 2025]
- Wikipedia is facing attacks from the White House and Musk. Its founder isn't worried - NPR - November 7th, 2025 [November 7th, 2025]
- We tried Elon Musks Wikipedia clone. Its as racist as youd expect - The Sydney Morning Herald - November 7th, 2025 [November 7th, 2025]
- We tried Elon Musks Wikipedia clone. Its as racist as youd expect - The Sydney Morning Herald - November 7th, 2025 [November 7th, 2025]
- Ranked: The Most Viewed Wikipedia Pages of 2025 (So Far) - Visual Capitalist - November 7th, 2025 [November 7th, 2025]
- Ranked: The Most Viewed Wikipedia Pages of 2025 (So Far) - Visual Capitalist - November 7th, 2025 [November 7th, 2025]
- I Fell Into The Darkest Parts Of Wikipedia And I Want A Refund - BuzzFeed - November 7th, 2025 [November 7th, 2025]
- I Fell Into The Darkest Parts Of Wikipedia And I Want A Refund - BuzzFeed - November 7th, 2025 [November 7th, 2025]
- How Wikipedia co-founder Jimmy Wales may have agreed with Elon Musk that Wikipedia is 'biased' - The Times of India - November 7th, 2025 [November 7th, 2025]
- We tried Elon Musks Wikipedia clone. Its as racist as youd expect - The Age - November 7th, 2025 [November 7th, 2025]
- INSEAD launches Botipedia, an AI-created encyclopedic knowledge portal that claims to be 6,000 times larger than Wikipedia - EdTech Innovation Hub - November 7th, 2025 [November 7th, 2025]
- I tried Elon Musk's Wikipedia clone and boy is it racist - SFGATE - November 5th, 2025 [November 5th, 2025]
- Elon Musk? AI? Crazy left-wing activists? The main who built Wikipedia explains its biggest threats - BBC Science Focus Magazine - November 5th, 2025 [November 5th, 2025]
- Musk version of Wikipedia takes different tack on climate - E&E News by POLITICO - November 5th, 2025 [November 5th, 2025]
- I tried Grokipedia. It has something to teach Wikipedia about AI. - Business Insider - November 3rd, 2025 [November 3rd, 2025]
- Step aside, Wikipedia; its Grok to the future - Washington Times - November 3rd, 2025 [November 3rd, 2025]
- AI answers are taking a bite of Wikipedia's traffic. Should we be worried for the site? - Business Insider - November 3rd, 2025 [November 3rd, 2025]
- Wikipedia sends 'note' to everyone on the internet as it takes on Elon Musk's Grokipedia - The Times of India - November 3rd, 2025 [November 3rd, 2025]
- What Elon Musks Version of Wikipedia Thinks About Hitler, Putin, and Apartheid - The Atlantic - November 3rd, 2025 [November 3rd, 2025]
- I tried Grokipedia, the AI-powered anti-Wikipedia. Here's why neither is foolproof - ZDNET - November 3rd, 2025 [November 3rd, 2025]
- Why Wikipedia Is Losing Traffic to AI Overviews on Google - CNET - November 3rd, 2025 [November 3rd, 2025]
- Grokipedia vs Wikipedia: How Elon Musk's AI-generated encyclopaedia holds up against the left-leaning cro - The Times of India - November 3rd, 2025 [November 3rd, 2025]
- WIKIPEDIA CO-FOUNDER: WIKIPEDIA WILL BE LEFT IN THE DUST BY GROKIPEDIA" Ex-founder of Wikipedia, Larry Sanger: "The neat thing that theyre... - November 3rd, 2025 [November 3rd, 2025]
- How AI could soon be used by Wikipedia, according to its founder - BBC Science Focus Magazine - November 3rd, 2025 [November 3rd, 2025]
- Grokipedia Is the Antithesis of Everything That Makes Wikipedia Good, Useful, and Human - 404 Media - November 3rd, 2025 [November 3rd, 2025]
- Seth Meyers Drags Trump for Having an Entire Wikipedia Page Dedicated to His Handshake Technique | Video - TheWrap - November 3rd, 2025 [November 3rd, 2025]
- Elon Musk Launches AI-Powered Rival to Wikipedia and Its Already Been Accused of Copying Wiki Pages - People.com - November 3rd, 2025 [November 3rd, 2025]
- Wikipedia says AI answers are starting to take a bite. There are reasons to be worried. - Yahoo News Canada - November 3rd, 2025 [November 3rd, 2025]
- What Wikipedia and Grokipedia are saying about each other - KGOU - November 3rd, 2025 [November 3rd, 2025]
- I pitted Wikipedia against Elon Musks new Grokipedia heres which one gave the better answers - Tom's Guide - November 3rd, 2025 [November 3rd, 2025]
- Explained | What is Grokipedia, Musk's AI alternative to human-edited Wikipedia - Deccan Herald - November 3rd, 2025 [November 3rd, 2025]
- AI still cant beat Wikipedia when it comes to integrity - The Observer - November 3rd, 2025 [November 3rd, 2025]
- Elon Musk's 'Grokipedia' cites Wikipedia as a source, even though it's the exact thing he's trying to replace because he thinks it's 'woke' - Fortune - November 3rd, 2025 [November 3rd, 2025]
- WIKIPEDIA TRIED TO ROAST GROKIPEDIA AND COOKED ITS OWN CREDIBILITY In a new fundraising pop-up, Wikipedia throws shade at Grokipedia, bragging it's... - November 3rd, 2025 [November 3rd, 2025]
- Elon Musk wants to dethrone Wikipedia with Grokipedia - MSN - November 3rd, 2025 [November 3rd, 2025]
- Grokipedia: Far right talking points or much-needed antidote to Wikipedia? - TradingView - November 3rd, 2025 [November 3rd, 2025]
- Hi, Its Me, Wikipedia, and I Am Ready for Your Apology - McSweeneys Internet Tendency - October 28th, 2025 [October 28th, 2025]
- Watch Wikipedia Founder Wales Explores Trust in the Digital Age - Bloomberg.com - October 28th, 2025 [October 28th, 2025]
- He co-founded Wikipedia. Now hes inspiring Elon Musk to build a rival. - Yahoo - October 28th, 2025 [October 28th, 2025]
- 'An astonishing situation': Wikipedia co-founder bashes Trump's latest attacks on trust - rawstory.com - October 28th, 2025 [October 28th, 2025]
- Trust and empathy should be baked into tech from the start, says Wikipedia co-founder - marketplace.org - October 28th, 2025 [October 28th, 2025]
- Elon Musks Grokipedia copying Wikipedia? Here's all you need to know about the AI-powered encyclopedia - The Economic Times - October 28th, 2025 [October 28th, 2025]
- Explained: What is Elon Musks Grokipedia and how it differs from Wikipedia - The Federal - October 28th, 2025 [October 28th, 2025]