Scientific publication is in crisis. The system designed to validate and disseminate research is fraught with issues that undermine its integrity and effectiveness. In 2023 alone, over 10,000 research papers were retracted, highlighting the severity of the problem . These retractions often stem from issues like data falsification, plagiarism, and