In this episode, Dr. Valentin Fuster dives into the complex and high-stakes world of cardiogenic shock, spotlighting new clinical trials, expert consensus guidance, and cutting-edge insights from machine learning. From evaluating the impact of intra-aortic balloon pumps to rethinking mechanical support strategies, the episode delivers a powerful update on one of cardiology's most urgent challenges.