According to God of Prompt, CoVe introduces an innovative approach where large language models (LLMs) answer each verification question independently, significantly reducing confirmation bias and circular reasoning in AI-driven fact-checking (source: @godofprompt, Twitter, Jan 5, 2026). This separation of answer generation from verification enables LLMs to objectively validate facts without contamination from their initial responses. The process improves reliability in AI content moderation, compliance checks, and enterprise automation, creating new business opportunities for AI-powered verification tools and workflow solutions, especially for organizations requiring high factual accuracy.