Truth Mirror

Real-time AI hallucination detection. Don't trust, verify.

5 followers

Real-time AI hallucination detection. Don't trust, verify.

5 followers

Truth Mirror detects AI hallucinations in real-time. Paste any LLM output and it cross-references claims against live sources, flags unverifiable statements, and gives a confidence score. Catches invented citations, fake stats, and misleading claims before they cause damage. For researchers, writers, and devs who use AI but can't afford to be wrong. $6.99 one-time purchase.

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Launch tags:Artificial Intelligence•Statistical Analysis•Security

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I built Truth Mirror because I got burned by AI hallucinations too many times — fake citations, made-up stats, confident lies. After one particularly bad incident where a research claim turned out to be completely fabricated, I decided to build a tool that fact-checks AI output in real-time so nobody else has to go through that. It started as a personal script and evolved into a full detection engine that cross-references claims against live sources. The goal is simple: make AI trustworthy again.

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4mo ago

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