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News/Grokipedia vs Wikipedia: An LLM-Based Audit of Political Neutrality along Ideologies
arxiv
PublishedJuly 17, 2026 at 4:00 AM

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

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arXiv:2607.15146v1 Announce Type: new Abstract: 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 Wik

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