This lecture covers the concept of Generalized Langevin Equations, focusing on non-Markovian formulations and their computational implications in molecular dynamics simulations. The instructor discusses the mapping of non-Markovian dynamics onto Markovian dynamics in an extended phase space, highlighting the significant impact of noise details on particle trajectories.