The inverse square law states that the intensity of a physical quantity, such as sound or light, decreases with the square of the distance from the source. This means that if you double the distance from the source, the intensity becomes one-fourth as strong. This relationship is crucial in understanding how sound intensity and loudness are perceived as distance increases.