Analyze Content
Enter text, upload an image, or both for a comprehensive credibility check.
Awaiting Input
Image Verification Report
...
0%
AI-Generated Risk
Visual Integrity Confidence
AI-generated image detection via Vision Transformer
0%
AI Generated
0%
Authentic
Original Image
AI Detection Heatmap
...
Text Credibility Report
...
0%
Misinformation Risk
Fake News Model (Linguistics):
...
Stance Model (Evidence Aggregation):
...
...
Linguistic Deception Check
Analyzed by RoBERTa Fake News Model
Fake Probability
0%
Real Probability
100%
Live Evidence (Retrieval-Augmented Stance)
Top live news articles cross-referenced by DeBERTa Stance Model
Combined Credibility Report
...
0%
Overall Risk Score
Fake News Model (Linguistics):
...
Stance Model (Evidence):
...
Image Integrity:
...
...
📝
Text Analysis
RoBERTa + DeBERTa
Fake Probability
0%
Real Probability
100%
🖼️
Image Analysis
ViT AI Detection
Analyzing...
0%
AI Generated
Live Evidence (Retrieval-Augmented Stance)
Top live news articles cross-referenced by DeBERTa Stance Model