How Explainable Artificial Intelligence Could Lower the Effect of Biased Algorithms

Explainable AI bias
We usually expect computers to be more unbiased than humans. However, over the past several years, we’ve witnessed multiple controversies over Machine Learning-enabled systems producing biased or discriminatory results. In 2016, for example, ProPublica reported that ML algorithms U.S. courts use to gauge defendants’ likelihood of recidivism were more likely to label black defendants as […]