Understanding ethics and algorithms
Algorithmic ethics, also known as computational ethics, delves into the moral dimensions of algorithms. This crucial domain aims to ensure that machines operating on these algorithms uphold ethical standards. The development and deployment of algorithms may inadvertently foster unethical outcomes or biases. Crafting algorithms poses a challenge in anticipating their full range of ethical repercussions. When we discuss large-scale algorithms in this context, we refer to those processing vast volumes of data. However, the complexity is magnified when multiple users or designers contribute to an algorithm, introducing varied human biases. The overarching goal of algorithmic ethics is to spotlight and address concerns arising in these areas:
- Bias and discrimination: There are many factors that can affect the quality of the solutions created by algorithms. One of the major concerns is unintentional and algorithmic bias. The reason may be the...
