Caffeine is a stimulant found naturally in coffee, tea, chocolate, and some medicines. In moderate amounts, caffeine can help increase alertness and attention span, but consuming too much can lead to increased heart rate, dehydration, digestive issues, irritability, and "sugar crashes". While caffeine provides benefits, overdosing is possible and withdrawal can cause illnesses. The video explores both the positive and negative effects of caffeine consumption.