Experts from diverse backgrounds discuss causality at the Critical Care Reviews Meeting 2023. They explore challenges in establishing causality through trials and the importance of maintaining integrity in research practices. The panel delves into the complexities of determining causality in clinical trials, emphasizing personalized treatment approaches and the future of critical care research.