Algorithms, are step-by-step procedure for solving a problem, usually expressed in computer code as a set of instructions for a computer to follow in order to complete a task. Day-to-day decisions around the world are increasingly based on data science techniques powered by machine learning algorithms that are gradually making a meaningful impact on human lives. For example, the operation of intermediary platforms that propose accommodation (AirBnB) or transportation alternatives (Uber) are extensively using algorithms. Algorithms implicitly or explicitly are not neutral as they comprise essential value-judgments that can potentially have race or sex biases. This raises an important question: is it possible to develop and ensure that algorithms are ethical?
Source: © European Union - EP