In the digital age, software programs have become increasingly sophisticated, shaping society's online experiences. However, this algorithmic evolution has created a phenomenon known as the algorithmic echo chamber. This occurs when algorithms curate content based on past interactions, reinforcing existing biases and limiting exposure. As users are