The discussion confirms that the derivative of an odd function is indeed an even function, and vice versa. It demonstrates this relationship using the properties of odd functions, where f(-x) = -f(x), and applies the chain rule to derive the conclusion. The derivation shows that f'(-x) = f'(x), establishing that the derivative of an odd function is even. This insight highlights a fundamental theorem in calculus regarding the behavior of odd and even functions. The conversation concludes with a sense of satisfaction in understanding the theorem.