TruthShield AI
Misinfo Firewall v1.2
SECURE INFERENCE CORE

TruthShield AI

Analyze headlines, URLs, or screenshots. Our debiased local classifier works alongside live fact-checking resources to shield you from misinformation.

Templates:
0 words

Extracted Context Content

Awaiting source news context... Paste text, crawl a link, or upload an image to see details.

Linguistic Heuristics

Word Count
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Reading Time
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Clickbait Score0%
Sensationalism Index0%

Credibility Indicator

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AWAITING DATA

Awaiting news content source to verify credibility signature.

Sentiment Stance

AWAITING
Tone Integrity
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Alarmism / Fear0%
Tracks words linked to panic, danger, or fear. High alarmism often indicates sensationalised content.
Hostility / Anger0%
Measures angry or outrage-triggering verbs and adjectives that drive clickbait.
Certainty / Bias0%
Highlights dogmatism or bias (e.g. absolute words like 'always', 'fact', or state-media markers).

Top Word Indicators (Model Weights)

Linguistic features that most heavily influenced the classifier result.

Model coefficients parsed on the TF-IDF vocabulary. Emerald weights indicate REAL signals, Rose indicate FAKE.

No vocabulary weights parsed. Complete a verify scan to generate indicators.

Live Claim Verification

Google Fact Check API

No verified fact-check reports found. Try simplifying query terms.