Fake-News Mapper
Sharpen your critical thinking by judging whether a headline is real or fabricated.
Client-side only. This exercise runs entirely in your browser and sends nothing anywhere. The reasoning panel shows illustrative signal scores generated locally to demonstrate how a claim-analysis pipeline is shaped. They are not the output of a live model.
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Accuracy
Illustrative reasoning panel
1. Linguistic analysis
Scanning for emotional triggers, absolute claims, and urgency markers.
2. Source credibility
Evaluating citation patterns, verifiable facts, and expert attribution.
3. Pattern matching
Cross-referencing against known misinformation signatures.
4. Signal weighting
Aggregating the signals into a final illustrative score.
Emotional lang
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Source quality
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Fact density
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Final score
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