The phrase “Trust the Science” is often used to silence doubt—but can we truly rely on research that’s influenced by conflicts of interest, commercial agendas, and compromised integrity? This editorial unpacks the hidden cracks in medical literature, from manipulated trials to pharma-driven narratives, and calls for restoring autonomy, ethics, and transparency in research.