📰 TruthLens – AI-Powered Fake News Detector + Verifier

✨ Goal: Help users detect misinformation, understand source credibility, and verify facts using multiple trusted headlines.

Live on:

🔍 Features

• 🤖 Fake News Classifier – Uses DistilBERT for binary classification (real vs fake)
• 🧠 Semantic Similarity Ranking – Compares your input with known trusted headlines using SBERT
• 🌐 Google News RSS Verification – Checks if the news is reported by multiple live trusted sources
• 📊 Confidence Scores – Clear verdicts with interpretable scores and override logic
• 🧾 Final Verdict – Smart rule-based logic prioritizes facts over language alone

🧠 Technologies Used