Fairness and Ethics in Artificial Intelligence! - Analytics Vidhya

Today, AI is getting adopted in everyday life and now it is more important to ensure that decisions that have been taken using AI are not reflecting discriminatory behavior towards a set of populations. It is important to take fairness into consideration while consuming the output from AI. A quote from "The Guardian" has summarized it very well – "Although neural networks might be said to write their own programs, they do so towards goals set by humans, using data collected for human purposes. If the data is skewed, even by accident, the computers will amplify injustice." Discrimination towards a sub-population can be created unintentionally and unknowingly but while the deployment of any AI solution, a check on bias is imperative.