A charge placed inside a cavity of a conducting sphere leads to a uniform charge distribution on the outer surface of the sphere, as explained through Gauss's Law. The discussion clarifies that the sphere must be conducting and net neutral for this principle to hold true. By taking a Gaussian surface inside the conductor, it is established that the total enclosed charge is zero, resulting in a surface charge on the cavity that cancels the enclosed charge. An external Gaussian surface shows that the field corresponds to the charge in the cavity, confirming that the outer surface charge distribution remains uniform. Ultimately, the lack of an electric field within the conductor ensures that the outer surface charge is evenly distributed.