AI-Based Fake News Detection

Category: AI Innovation

Website: TruthLens

Team: VERIGUARD

Created by:  Bishes Timalsena, Manish Baral, Sagar Babu Neupane, Santanu Kumar Poudel

About the Project 

TruthLens Nepal is an AI-powered news verification platform built to fight misinformation in Nepali media. It lets users check the credibility of Nepali news articles, Facebook posts, and URLs in real time by cross-referencing them against trusted sources and AI-driven analysis all while keeping the process transparent so users can see why something is flagged as reliable or suspicious. 

• Tagline: “सत्य पहिचान्नुिोस्, हिमालको स्पष्टतासँग” (Recognize the truth, with the clarity of the Himalayas) 

• Purpose: Help Nepali readers quickly separate verified news from misleading or fabricated content

 • Approach: Combines AI models with a curated database of trustworthy sources for real-time fact-checking 

Transparency: Reports live statistics model accuracy (92.8%), samples verified   (2,450+), and trusted sources (6)

Key Features 

1. समाचार (News Feed) 

2. फेसबुक फफड (Facebook Feed)

3. जााँच (Check/Verify) 

4. संफिग्ध (Suspicious/Flagged) 

5. ताजा समाचार (Breaking News Ticker) 

6. सत्यापन इन्जजन (Verification Engine v2.1) 

7. Search bar 

8. Live status indicator

9. Bilingual UI 

10.Trust metrics dashboard