This lecture covers the application of the predictor-corrector method and the Runge-Kutta method in solving ordinary differential equations. It also discusses stability considerations in numerical solutions, comparing different algorithms and their accuracy. The instructor demonstrates through examples the advantages and disadvantages of each method, emphasizing the importance of understanding stability for reliable results.