This commentary illustrates the process of decision-making in pathology to reveal factors contributing to disagreements in interpretation of test results. Emphasizing how differences between slow thinking and fast thinking can cause interpretation errors, the author recommends system-level approaches and team-based solutions, respectively, to improve safety in pathology.