Gravity cancels out for all points inside a hollow spherical shell, as shown by applying Gauss's Law, which indicates that the gravitational forces from the shell's mass balance each other out. However, this cancellation does not occur within a solid sphere, like Earth, where the gravitational field varies based on the mass contained within a radius from the center. The discussion also touches on hypothetical scenarios, such as the effects of gravity if it followed an inverse-cubed law, suggesting that forces would not cancel in the same way. Additionally, the conversation explores the implications of digging a hole through a solid sphere and the resulting gravitational effects. Overall, the mathematical principles governing gravitational forces within spherical structures reveal significant differences between hollow and solid spheres.