We are building TruthLens, an AI-powered misinformation detection and verification platform leveraging Agentic AI. The solution combines machine learning models, fact-checking APIs, and large language models to create an autonomous AI agent capable of:

Analyzing Inputs — Users can submit text, URLs, or headlines.

ML-Based Detection — A Random Forest classifier predicts whether the news is fake or real.

Multi-Source Verification — Integrates Google Fact Check, PolitiFact, and NewsAPI to cross-validate claims.

LLM Integration — Uses GPT-4 and Zephyr-7B to generate summaries, contextual explanations, and enable interactive Q&A.

Explainable Outputs — Displays results with clear explanations and evidence sources, making the decision process transparent.

By combining Agentic AI with verification APIs and LLM reasoning, TruthLens ensures real-time, accurate, and explainable detection of misinformation. Its modular architecture also makes it scalable for enterprise-level deployment.