The digital landscape is constantly evolving, with social media platforms becoming a breeding ground for manipulation. A new breed of threat has emerged: AI-powered bots, designed to imitate human behavior and spread false narratives. These sophisticated agents can create realistic content, engage with users, and control public opinion. Detecting