Diversity techniques are strategies used to enhance the variety and inclusiveness of elements within a system, such as data sets, teams, or algorithms, to improve performance, creativity, and fairness. By incorporating diverse perspectives and inputs, these techniques help mitigate biases, uncover hidden patterns, and foster innovation.