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This lecture covers the Deutsch-Josza algorithm, a quantum algorithm that solves a specific type of problem with a single query to an oracle. The algorithm's efficiency and application in solving problems with a constant or balanced function are discussed, along with the concept of quantum bits and the Hilbert space. The lecture also explores the process of storing and retrieving output information, emphasizing the importance of unitary representation and computational complexity.