The inverse square law states that the intensity of a physical quantity, such as light or gravitational force, diminishes with the square of the distance from the source. This fundamental principle is crucial in understanding how brightness and gravitational forces behave in space, allowing astronomers to measure vast distances using standard candles and the cosmic distance ladder.