Grokipedia vs Wikipedia: An LLM-Based Audit of Political Neutrality along Ideologies

Online encyclopedias shape political opinion and, through it, democratic discourse.

Online encyclopedias shape political opinion and, through it, democratic discourse. In late 2025, Grokipedia was released, an encyclopedia written entirely by the LLM Grok. One motivation behind the project was to provide an unbiased alternative to Wikipedia, which has faced…