In the digital age, artificial intelligence have become increasingly sophisticated, shaping society's online experiences. However, this digital evolution has created a phenomenon known as the algorithmic echo chamber. This occurs when algorithms personalize content based on previous behavior, amplifying existing biases and limiting exposure. As use