Discrimination is one of the scariest limit for AI. Here is Google’s methodology to try to limit this discrimination by not including sensitive attributes.
“Optimizing for equal opportunity is just one of many tools that can be used to improve machine learning systems—and mathematics alone is unlikely to lead to the best solutions. Attacking discrimination in machine learning will ultimately require a careful, multidisciplinary approach.”
The conclusion is AI can not do it all!
