Introduction The Medical Science Liaison (MSL) interview is fundamentally an evaluation of scientific credibility. At its core, the role exists to facilitate peer-level scientific exchange, interpret emerging evidence, and translate complex clinical data into meaningful discussions with external experts. In Medical Affairs, evidence drives strategy, research informs practice, and