The growing appearance of machine learning social media agents is rapidly changing the internet landscape. These advanced tools are built to emulate human behavior, often with the purpose of shaping public opinion. While some bots are used for valid purposes, like assistance or information sharing, others are utilized in propaganda or simulated act