This lecture covers the Closest Vector Problem (CVP) and Voronoi cells, discussing the concept of lattice reduction and the properties of Voronoi cells. The instructor explains the algorithm for finding the closest vector to a target in a lattice, emphasizing the importance of unique minimal representations and facet-defining inequalities.