This lecture covers the transformation of formulas into conjunctive normal form, the complexity of such transformations, and the efficiency of algorithms for checking satisfiability. It discusses equivalence, equisatisfiability, Tseytin's transformation, and the DPLL algorithm. The lecture also explores data structures in SAT solvers, unit propagation, subsumption, and conflict-driven clause learning.