10/28/2025
Elon Musk's xAI company has released Grokipedia, a new online encyclopedia built with A.I. that is designed to compete with Wikipedia. Musk has argued that Wikipedia has a pro-left wing bias, seen most prominently in its decision to ban sourcing of media outlets that do not have a pro-leftist editorial bent. (Wikipedia, for example, bans the New York Post and the Daily Mail as factual sources, but not similar left-wing newspapers like the Guardian.)
Because my area of expertise often touches on controversial topics, I compared Grokipedia and Wikipedia on a few articles. Here's what I found:
1️⃣On scientific topics, Grokipedia cites a broader range of scholarly opinions. Whereas Wikipedia will sometimes ban legitimate scholarly journals (or even entire disciplines) in discussions about controversies, Grokipedia gives all sides a fair hearing.
2️⃣This does not mean that Grok treats truly crank ideas (like flat earth theories or the supposed Shakespeare "authorship question") with the same credence as mainstream theories. From my browsing, Grokipedia seems to separate genuinely nutjob ideas from controversial but empirically supported hypotheses.
3️⃣On controversial topics, Grokipedia's tone is much more neutral than Wikipedia's. In Wikipedia's articles on the Covid lab leak hypothesis or race and intelligence, Wikipedia is more concerned about smearing one side of the debate as "pseudoscience," or a "conspiracy theory." Grokipedia describes differing views more neutrally and then discusses the evidence on both sides.
4️⃣Grokipedia's sources are a mixed bag. It cites some sources, such as scholars' blogs and tweets by scientists, that probably don't belong in an encyclopedia. On the other hand, it doesn't systematically ban sources just because an anonymous cabal of humans doesn't like it. Grokipedia's coverage of scholarly books and non-English sources seems to be lacking. I don't think it's good for an encyclopedia to cite my professional blog, but not my scholarly book published by Cambridge University Press.
5️⃣By reducing the role of human judgment, Grokipedia seems to evaluate sources more fairly than Wikipedia does. It favors primary sources, government reports, and scholarly articles over journalistic sources. It also evaluates sources automatically and downgrades those that have "emotional language, missing perspectives, or a lack of diversity of sources." Humans aren't removed completely from decision making, but I don't see how a Wikipedia-style grip that self-appointed "experts" on content could survive on Grokipedia.
Less than 24 hours after Grokipedia's release, I'm not ready to declare a winner in the Online Encyclopedia Wars. For most topics, it probably doesn't matter whether you read an article on Grokipedia or Wikipedia. No one complains about the Wikipedia article on Augustine of Hippo or "The Empire Strikes Back." Wikipedia also covers more topics than Grokipedia: 7 million articles vs. 885,000 articles.
For controversial topics, though, I find Grokipedia to be an improvement over Wikipedia. But I have some reservations about both web sites. For now, I think it's best to read both encyclopedias' articles in order to get a full view of controversial topics.
In the long-term, I see Grokipedia as having more potential than Wikipedia. Wikipedia has about 114,000 active English editors (defined as making at least one edit in the past month). That's a powerful hive mind. But it's still limited in what it can read, assimilate, and add to the encyclopedia. It takes time for a human to learn the rules of editing Wikipedia, and its users waste a lot of time and effort arguing about the application of those rules. Grokipedia's bots never sleep, don't have such overt biases, can read far more sources, and can edit instantly.
Fundamentally, I also don't see Wikipedia as having the infrastructure or governance to implement A.I. in an effective way. Wikipedia's bots do low-level tasks like fixing broken links, removing vandalism, and categorizing pages. Wikipedia policy forbids bots from writing or creating articles, and any new bot has to be approved by a committee. Wikipedia's lack of central vision was a huge asset when it launched over 20 years ago, but over the years it has resulted in a byzantine bureaucracy that can create policies and do routine tasks well... but not engage in important reforms or handle fundamental challenges. Grokipedia is the first serious challenge to Wikipedia, and I think that Wikipedia does not have the culture or technological vision to beat this new competitor in the long term.