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This lecture covers examples related to the complexity of algorithms, including the symmetry of functions, binary insertion sort, polynomial multiplication, and the gap between polynomial and exponential time. The instructor discusses the number of comparisons in sorting algorithms, polynomial computations, and the impact of input size on algorithm efficiency.