Fact Check
One analysis model reviews every other model’s response, highlighting agreements, contradictions, errors, and potential hallucinations in real time.
How it works
Fact Check is SeekBox’s built-in cross-verification mode. After ChatGPT, Claude, Gemini, Grok, and Groq deliver their answers, the selected analysis model receives the full set of responses plus your original query. It then produces a structured analysis that:
- Identifies factual agreements across models
- Flags direct contradictions or conflicting claims
- Points out plausible-sounding but unsupported statements (hallucinations)
- Rates overall reliability and suggests which answer is most trustworthy
- Explains its reasoning transparently
When to use it
- Researching controversial or rapidly evolving topics (e.g., “Latest AI regulations in 2026”)
- Comparing product recommendations or investment advice from different models
- Students verifying claims before citing AI in papers
- Journalists quickly spotting where models diverge on breaking news
- Anyone who wants a “second opinion” on high-stakes decisions
This mode organizes model output for review. Its conclusions still require appropriate source checking and human judgment.
Sources
- NIST AI Risk Management Framework — National Institute of Standards and Technology. Accessed 2026-07-20.