Build 'RadarGuard'—a privacy-preserving, AI-driven radicalization detection engine for real-time communication platforms. The platform would use federated learning and edge AI to analyze conversational context, sentiment shifts, and visual memes without storing user data, provide 'Radicalization Risk Scores' for users, and offer 'Safety Audit Trails' for regulators.

Social media platforms struggle to detect and mitigate radicalization without violating user privacy. Current solutions are either ineffective or too invasive. The cost of non-compliance includes legal penalties and potential platform shutdowns.