In the digital age, artificial intelligence have become increasingly sophisticated, shaping the users' online experiences. However, this technological evolution has created a phenomenon known as the algorithmic echo chamber. This occurs when algorithms recommend content based on past interactions, creating existing biases and limiting exposure. As