This video starts with an incorrect proof to a problem by induction. The idea and philosophy behind proofs is dealt with. This leads into a very rigorous discussion on Boolean Algebra carrying through what was started in the last lecture. Circuits are explained using their binary components. Finally, hard problems, P, NP, and NP-complete problems are analyzed along with reductions of these problems.