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How we catch AI hallucinations

Your question runs through 4 AI models in parallel — each answers independently.

Contradictions get flagged automatically. If the models disagree, you see exactly where — before it costs you.

92% of briefs land in our lowest hallucination-risk tier. Industry benchmark: up to 86% of atomic facts hallucinated by leading LLMs (HALoGEN, 2025).

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"If you care about using AI responsibly and are looking for deep, verified insights without chasing various sources for hours, MelMat does the work for you — it cuts through the noise and gives you the confidence that comes with true due diligence."

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What you get back

Four models run simultaneously — each analyzes your question independently based on your focus.

Contradictions are flagged — where models disagree, you see exactly what each said and why it matters.

A full intelligence brief — Executive Summary, Key Findings, Verdict, and Action Plan. A professional deliverable, not a chat response.

Your question.Four AI models.One brief. Free.

Brief on its way.

Your question.
Four AI models.
One brief. Free.