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Hackathon ยท AI Security
Elastic Forge the Future 2025 : FactScope
An AI-powered browser solution that detects fake news, spam, and phishing in real-time. FactScope acts as an always-on trust layer, analyzing tab content via Elasticsearch and AWS Bedrock to provide plain-English explanations for why content might be suspicious.
- Real-Time Scanning: One-click analysis of articles, messages, and media without manual uploads.
- Explainable AI: Returns a trust score and clear reasoning instead of binary "fake/safe" labels.
- Elasticsearch Backend: Matches content against known misinformation patterns and spam signatures instantly.
Python (FastAPI)
Elasticsearch
AWS Bedrock
Chrome Extension
Explainable AI
Why This Is Unique
Unlike standard detection tools, FactScope works inline where users consume content and focuses on everyday threats like phishing emails and fake forwards. It uses Elasticsearch not just for logging, but as an active knowledge base to solve 2030-era digital trust challenges today.