Negative regulation refers to the mechanisms that decrease the expression or activity of genes, proteins, or biochemical pathways, ensuring that biological processes do not exceed necessary levels. This is crucial for maintaining homeostasis and preventing diseases caused by overactivity, such as cancer or autoimmune disorders.