System

NewsAware is a structured, knowledge-aware agent for evaluating text.

Pipeline

Input → Analyze → Check Evidence → Refine

Components

• Analyze: Extract sentiment and identify the main claim
• Check Evidence: Evaluate whether the claim is supported by evidence
• Refine: Adjust credibility and generate reasoning

Design Principle

The system prioritizes: - Evidence-aware reasoning
- Structured evaluation
- Minimal assumptions beyond input text