Scaling laws describe how certain physical quantities change with size, shape, or other parameters when a system is scaled up or down. They provide crucial insights into the behavior of systems across different scales and help in predicting outcomes based on dimensional analysis, allowing engineers to simplify complex problems by focusing on the most relevant variables.