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Veritas Lens
Fake News Detection, Explained
Classify article text, generate risk analysis, and attach reference-backed fact-check evidence.
1. Input
2. Model Prediction
3. LLM Evidence
4. Final Decision
Waiting for input.
Decision Flow
Run an analysis to compare ML patterns with LLM evidence checks.
Overall Result
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Confidence: N/A
Writing Pattern Check
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Confidence: N/A
Evidence Check
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Confidence: N/A
LLM verification pending
Agreement
ML ONLY
ML patterns vs LLM evidence
Why This Final Decision?
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Summary
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Risk Explanation
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Fact-check References
Warnings
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