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This lecture covers the concept of Galerkin orthogonality, explaining how it is applied in the context of numerical methods. The instructor discusses the mathematical formulations and stability criteria involved in Galerkin orthogonality, providing examples to illustrate the concepts. The lecture emphasizes the importance of understanding the principles behind Galerkin orthogonality for accurate numerical computations.