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 recommend content based on previous behavior, creating existing biases and limiting perspectives. As users