Saurabh and Damon discuss the extensive effort to scrape and refine data from over 400,000 clinical trials, revealing that only 17% of trials report their outcomes. They highlight the inadequacies of the publicly available data and the innovative use of natural language processing to extract valuable insights. This pioneering approach not only addresses data collection failures but also opens new avenues for drug development and life-saving interventions.