Detecting Deception: Intelligent Systems for Fighting Misinformation, RIT

Designed a logic-gated fact-checking system fine-tuning RoBERTa classifiers with contradiction detection, validated on 7,200+ claims. Improved explainability and reliability by maintaining 83% accuracy while enabling selective overrides for low-confidence predictions.