The growing appearance of AI social media agents is quickly transforming the digital landscape. These clever systems are created to emulate human behavior, sometimes with the aim of affecting public opinion. While some bots are utilized for benign purposes, like assistance or content distribution, others are engaged in spreading misinformation or a