The document discusses Newton's method of approximation for calculating square roots, using a specific example with n = 2. It details the iterative calculations and their convergence to the square root of 2, alongside a reference to a notable performance change in modern CPUs compared to earlier models. Additionally, it includes links to relevant GitHub and Netlib resources for further exploration.