Public discussions regarding cannabis brain health and aging often fail to distinguish between recreational adolescent use and late-life therapeutic guidance. This clinical review breaks down recent data to show why the exposure definition and habit structure are critical to understanding cognitive outcomes. Discover how structured medical oversight can shift the impact of cannabis from cognitive friction to functional support.