Recent studies question assumed safety of dietary supplements, linking vitamin D, omega-3, and glucosamine use to accelerated cognitive decline in some older adults. While associations do not prove causation, experts warn regulation is lax and supplements are not inert. They recommend caution, better assessment of individual health, and prioritizing diet, exercise, and social engagement for brain health.