Build 'PredictIQ'—a Healthtech/EdTech SaaS platform that combines real-time behavioral profiling and AI-driven narrative analysis to predict and mitigate online radicalization. The platform would use fine-tuned LLMs to analyze text, voice, and video content for extremist narratives and provide actionable insights to platforms and law enforcement agencies.
Social media platforms are struggling to effectively monitor and mitigate online radicalization, leading to increased political violence and regulatory scrutiny. Current moderation tools are reactive and lack the ability to predict and prevent radicalization in real-time. The financial cost of inaction includes potential fines, reputational damage, and loss of user trust.