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This lecture covers the fundamental concepts of human rights, including equality, non-discrimination, and a human rights-based approach. It explores the impact of social norms, stereotypes, and the digital age on human rights. The lecture delves into the principles of human rights, the prohibition of discrimination, and the importance of temporary special measures. It also discusses the relevance of a human rights-based approach in developing algorithms, using real-world examples like Tinder's algorithm patents. The lecture emphasizes the complexity of ensuring fairness in algorithms and the societal impact of biased data and models.