How To Prevent Discriminatory Outcomes In Machine Learning - Liwaiwai

As machine learning (ML) systems continue to improve, its integration to systems making up the society becomes more seamless. Right now, ML is involved in making critical decisions such as court decisions and job hirings. Without a doubt, using ML in these processes will lead to more efficiency. With a good design, ML systems can also eliminate the biases humans have when it comes to their decisions. On the other extreme, this integration could end up really ugly.