The safety factor is a measure used in engineering to provide a design margin over the theoretical design capacity to ensure structural integrity and reliability under various loads. It quantifies how much stronger a system is than it needs to be for its intended load, effectively accounting for uncertainties in material properties, construction methods, and potential overload conditions. By incorporating a safety factor, engineers ensure that structures can withstand unexpected stresses or failures without collapsing.