Napier's logarithm simplifies power calculations by transforming multiplication into addition, making it easier to compute powers without calculus. The discussion critiques Mathworld's explanation and questions the significance of the power of 7 in Napier's tables, suggesting it may have been chosen for numerical convenience. It is noted that Napier's logarithm differs from modern logarithms, raising questions about its historical context. Additionally, the feasibility of designing a slide rule that utilizes the logarithm of logarithms for power calculations is explored. Overall, the conversation emphasizes the practical applications of Napier's logarithm in computational methods.