Grokipedia: the birth of machine encyclopedism

This article examines Grokipedia , a new online encyclopedia created by xAI under the leadership of Elon Musk. Unlike traditional encyclopedias based on expert editing (e.g., Encyclopaedia Britannica ) or crowdsourced collaboration ( Wikipedia ), Grokipedia generates its content entirely through the ar­tificial intelligence system Grok . The study is based on a comparative analysis of the Ukraine articles in Grokipedia and Wikipedia (as of October 28, 2025). Methods of content analysis and critical dis­course analysis are employed to identify structural, factual, and ideological features of AI-generated text. Grokipedia demonstrates a somewhat simplified and more generalized manner of presenting material, although overall both articles appear quite similar in terms of knowledge coverage and tex­tual organization. The key differences lie primarily in the emphasis and interpretation of facts. Tech­nological innovation, without adequate epistemological and editorial standards, does not ensure knowledge quality — this becomes particularly evident in cases of Grokipedia ’s unjustified symmetri­zation of perspectives on historical events, where the pursuit of “balance” replaces the criteria of factual accuracy and scholarly rigor. In its current form, Grokipedia represents an experimental attempt to apply artificial intelligence in encyclopedic practice rather than a fully-fledged alternative to Wikipedia .