The discussion centers on why Newton's Law of Universal Gravitation uses the inverse square of the distance (r^2) rather than just the distance (r). Using r^2 allows for accurate predictions of planetary movements, fitting observational data perfectly, while a linear force law would incorrectly position the Sun at the center of elliptical orbits. Newton's law, demonstrated through Euclidean geometry, is crucial for understanding these elliptical orbits, which are only approximations of actual planetary paths. Additionally, the analogy of light intensity diminishing with distance illustrates the inverse square relationship, suggesting a similar reasoning for gravitational force. Overall, the inverse square law is essential for accurately describing gravitational interactions in a way that aligns with observed celestial mechanics.